Triple

T9193231
Position Surface form Disambiguated ID Type / Status
Subject Battle of Faya-Largeau (1980) E220639 entity
Predicate outcome P374 FINISHED
Object Libyan forces seized Faya-Largeau
"Libyan forces seized Faya-Largeau" refers to the Libyan military capture of the strategic Chadian town of Faya-Largeau during the 1980 phase of the Chadian–Libyan conflict.
E783531 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: Libyan forces seized Faya-Largeau | Statement: [Battle of Faya-Largeau (1980), outcome, Libyan forces seized Faya-Largeau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan forces seized Faya-Largeau
Context triple: [Battle of Faya-Largeau (1980), outcome, Libyan forces seized Faya-Largeau]
  • A. Misrata militias
    Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
  • B. Battle of Benghazi (2011)
    The Battle of Benghazi (2011) was a key early confrontation in the Libyan Civil War in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
  • C. Pacification of Libya
    The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
  • D. Libyan campaign
    The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
  • E. eastern Libya
    Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
  • 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: Libyan forces seized Faya-Largeau
Triple: [Battle of Faya-Largeau (1980), outcome, Libyan forces seized Faya-Largeau]
Generated description
"Libyan forces seized Faya-Largeau" refers to the Libyan military capture of the strategic Chadian town of Faya-Largeau during the 1980 phase of the Chadian–Libyan conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyan forces seized Faya-Largeau
Target entity description: "Libyan forces seized Faya-Largeau" refers to the Libyan military capture of the strategic Chadian town of Faya-Largeau during the 1980 phase of the Chadian–Libyan conflict.
  • A. Misrata militias
    Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
  • B. Battle of Benghazi (2011)
    The Battle of Benghazi (2011) was a key early confrontation in the Libyan Civil War in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
  • C. Pacification of Libya
    The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
  • D. Libyan campaign
    The Libyan campaign refers to the series of military operations and battles fought in Libya during World War II, primarily between Axis and Allied forces in the North African desert.
  • E. eastern Libya
    Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c1fa9c8190bc5cc6dce8778694 completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c2bb2c481909db8c223aececf37 completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05d4ec9d48190bb425fe0449f4bf2 completed April 4, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69d05dde94f08190aec82aa680ca0dce completed April 4, 2026, 12:39 a.m.
Created at: March 30, 2026, 7:24 p.m.