Triple

T1946063
Position Surface form Disambiguated ID Type / Status
Subject Chadian–Libyan conflict E42056 entity
Predicate hasPart P35 FINISHED
Object Battle of Faya-Largeau (1980)
The Battle of Faya-Largeau (1980) was a key Cold War-era clash in northern Chad in which Libyan-backed forces seized the strategic town of Faya-Largeau, significantly escalating Libyan involvement in the Chadian civil war.
E220639 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: Battle of Faya-Largeau (1980) | Statement: [Chadian–Libyan conflict, hasPart, Battle of Faya-Largeau (1980)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Faya-Largeau (1980)
Context triple: [Chadian–Libyan conflict, hasPart, Battle of Faya-Largeau (1980)]
  • A. Battle of Annual 1921
    The Battle of Annual in 1921 was a disastrous defeat for Spanish colonial forces in northern Morocco, marking a major turning point in the Rif War and boosting the Rifian independence movement.
  • B. Battle of Sana'a
    The Battle of Sana'a was a decisive 1967–1968 confrontation in Yemen’s capital that effectively ended the North Yemen Civil War by securing republican control over the country.
  • C. Battle of Gabon
    The Battle of Gabon was a 1940 World War II campaign in French Equatorial Africa in which Free French and Allied forces seized control of Vichy-held Gabon, consolidating Free French authority in central Africa.
  • D. Battle of Bir Hakeim
    The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
  • E. Battle of El Guettar
    The Battle of El Guettar was a key World War II engagement in Tunisia where U.S. forces, under General Patton, successfully halted and repelled German armored attacks, marking an important step in the Allies’ North African campaign.
  • 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: Battle of Faya-Largeau (1980)
Triple: [Chadian–Libyan conflict, hasPart, Battle of Faya-Largeau (1980)]
Generated description
The Battle of Faya-Largeau (1980) was a key Cold War-era clash in northern Chad in which Libyan-backed forces seized the strategic town of Faya-Largeau, significantly escalating Libyan involvement in the Chadian civil war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Faya-Largeau (1980)
Target entity description: The Battle of Faya-Largeau (1980) was a key Cold War-era clash in northern Chad in which Libyan-backed forces seized the strategic town of Faya-Largeau, significantly escalating Libyan involvement in the Chadian civil war.
  • A. Battle of Annual 1921
    The Battle of Annual in 1921 was a disastrous defeat for Spanish colonial forces in northern Morocco, marking a major turning point in the Rif War and boosting the Rifian independence movement.
  • B. Battle of Sana'a
    The Battle of Sana'a was a decisive 1967–1968 confrontation in Yemen’s capital that effectively ended the North Yemen Civil War by securing republican control over the country.
  • C. Battle of Gabon
    The Battle of Gabon was a 1940 World War II campaign in French Equatorial Africa in which Free French and Allied forces seized control of Vichy-held Gabon, consolidating Free French authority in central Africa.
  • D. Battle of Bir Hakeim
    The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
  • E. Battle of El Guettar
    The Battle of El Guettar was a key World War II engagement in Tunisia where U.S. forces, under General Patton, successfully halted and repelled German armored attacks, marking an important step in the Allies’ North African campaign.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb300af2481908ae359972843c1ef completed March 7, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbbcc5688190aad081dc8d119e7f completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc50a3488190afe44ee5125d9ebd completed March 8, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69adfcdccce48190a2591b90c81ad084 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.