Triple

T18747092

Position	Surface form	Disambiguated ID	Type / Status
Subject	Yemeni Civil War	`E458431`	entity
Predicate	hasMediationEffort	`P133395`	FINISHED
Object	Kuwait peace talks (2016) The Kuwait peace talks (2016) were a United Nations-sponsored negotiation round held in Kuwait aimed at reaching a political settlement between the warring parties in the Yemeni Civil War.	`E1341278`	NE FINISHED

How this triple was built (4 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: Kuwait peace talks (2016) | Statement: [Yemeni Civil War, hasMediationEffort, Kuwait peace talks (2016)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Kuwait peace talks (2016)
Context triple: [Yemeni Civil War, hasMediationEffort, Kuwait peace talks (2016)]

A. 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.
B. Astana peace talks
The Astana peace talks are a series of negotiations held in Kazakhstan aimed at brokering ceasefires and political solutions among the main parties involved in the Syrian Civil War, with key involvement from Russia, Turkey, and Iran.
C. 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.
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. Algiers peace negotiations
The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
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: Kuwait peace talks (2016)
Triple: [Yemeni Civil War, hasMediationEffort, Kuwait peace talks (2016)]

Generated description

The Kuwait peace talks (2016) were a United Nations-sponsored negotiation round held in Kuwait aimed at reaching a political settlement between the warring parties in the Yemeni Civil War.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Kuwait peace talks (2016)
Target entity description: The Kuwait peace talks (2016) were a United Nations-sponsored negotiation round held in Kuwait aimed at reaching a political settlement between the warring parties in the Yemeni Civil War.

A. 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.
B. Astana peace talks
The Astana peace talks are a series of negotiations held in Kazakhstan aimed at brokering ceasefires and political solutions among the main parties involved in the Syrian Civil War, with key involvement from Russia, Turkey, and Iran.
C. 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.
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. Algiers peace negotiations
The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
F. None of above. chosen

Provenance (5 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.

Created at: April 10, 2026, 11:51 a.m.