Triple

T18747091
Position Surface form Disambiguated ID Type / Status
Subject Yemeni Civil War E458431 entity
Predicate hasMediationEffort P133395 FINISHED
Object United Nations peace talks
United Nations peace talks are diplomatic negotiations facilitated by the UN to broker ceasefires and political settlements between warring parties in conflicts such as the Yemeni Civil War.
E114752 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: United Nations peace talks | Statement: [Yemeni Civil War, hasMediationEffort, United Nations peace talks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Nations peace talks
Context triple: [Yemeni Civil War, hasMediationEffort, United Nations peace talks]
  • A. Arawa peace talks
    The Arawa peace talks were negotiations held in the town of Arawa aimed at resolving the Bougainville Civil War and establishing a framework for peace and political settlement in the region.
  • B. Geneva peace talks on Syria
    The Geneva peace talks on Syria were a series of United Nations–mediated negotiations aimed at achieving a political solution to the Syrian Civil War through dialogue between the Syrian government, opposition groups, and international stakeholders.
  • C. Doha peace talks
    The Doha peace talks were negotiations held in Qatar aimed at reaching a political settlement between the Taliban, the Afghan government, and international stakeholders to end the long-running conflict in Afghanistan.
  • D. Darfur peace talks
    The Darfur peace talks were a series of negotiations aimed at ending the conflict in Sudan’s Darfur region by brokering agreements between the Sudanese government and various rebel groups under international mediation.
  • E. Sun City peace talks
    The Sun City peace talks were negotiations held in South Africa in 2002 aimed at ending the Second Congo War and establishing a transitional government in the Democratic Republic of the Congo.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: United Nations peace talks
Triple: [Yemeni Civil War, hasMediationEffort, United Nations peace talks]
Generated description
United Nations peace talks are diplomatic negotiations facilitated by the UN to broker ceasefires and political settlements between warring parties in conflicts such as the Yemeni Civil War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Nations peace talks
Target entity description: United Nations peace talks are diplomatic negotiations facilitated by the UN to broker ceasefires and political settlements between warring parties in conflicts such as the Yemeni Civil War.
  • A. Arawa peace talks
    The Arawa peace talks were negotiations held in the town of Arawa aimed at resolving the Bougainville Civil War and establishing a framework for peace and political settlement in the region.
  • B. Geneva peace talks on Syria chosen
    The Geneva peace talks on Syria were a series of United Nations–mediated negotiations aimed at achieving a political solution to the Syrian Civil War through dialogue between the Syrian government, opposition groups, and international stakeholders.
  • C. Doha peace talks
    The Doha peace talks were negotiations held in Qatar aimed at reaching a political settlement between the Taliban, the Afghan government, and international stakeholders to end the long-running conflict in Afghanistan.
  • D. Darfur peace talks
    The Darfur peace talks were a series of negotiations aimed at ending the conflict in Sudan’s Darfur region by brokering agreements between the Sudanese government and various rebel groups under international mediation.
  • E. Sun City peace talks
    The Sun City peace talks were negotiations held in South Africa in 2002 aimed at ending the Second Congo War and establishing a transitional government in the Democratic Republic of the Congo.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMediationEffort
Context triple: [Yemeni Civil War, hasMediationEffort, United Nations peace talks]
  • A. typeOfMediation
    Indicates the specific kind or method of mediation that characterizes how one entity intermediates or facilitates interaction between other entities.
  • B. hasPlanningEffort
    Indicates that an entity is associated with a required or invested amount of planning work or preparation effort.
  • C. hasProtectionEffort
    Indicates that an entity undertakes or is subject to actions or measures aimed at protecting or conserving another entity.
  • D. mediatesIn
    Indicates that an entity serves as an intermediary or conduit through which an interaction, process, or effect occurs between other entities.
  • E. hasReclamationEffort
    Indicates that a reclamation effort (such as restoration, cleanup, or recovery work) is being carried out on or associated with a particular entity.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e576936cf08190b3c0d2f4e8a616fc completed April 20, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d330ff48190b090399fe726383d completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053e216ce0819093f0e9e9b707fca8 completed May 14, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_6a053ed266a481908dc9ff85e1d7cf4f completed May 14, 2026, 3:17 a.m.
PD Predicate disambiguation batch_69e48d03766c8190a43f7681842f4f8d completed April 19, 2026, 8:06 a.m.
PDg Predicate description generation batch_69e49a9bcc0c81908df3e513fd6762ff completed April 19, 2026, 9:04 a.m.
Created at: April 10, 2026, 11:51 a.m.