Triple

T1946066
Position Surface form Disambiguated ID Type / Status
Subject Chadian–Libyan conflict E42056 entity
Predicate hasPart P35 FINISHED
Object Battle of Maaten al-Sarra
The Battle of Maaten al-Sarra was a decisive 1987 Chadian offensive against a key Libyan airbase in southern Libya that helped bring the Chadian–Libyan conflict to an end.
E235846 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 Maaten al-Sarra | Statement: [Chadian–Libyan conflict, hasPart, Battle of Maaten al-Sarra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Maaten al-Sarra
Context triple: [Chadian–Libyan conflict, hasPart, Battle of Maaten al-Sarra]
  • A. Battle of Wadi al-Khaznadar
    The Battle of Wadi al-Khaznadar was a 1299 clash near Homs in which the Mongol Ilkhanate decisively defeated the Mamluk Sultanate, temporarily disrupting Mamluk control in Syria.
  • B. Battle of Merdjayoun
    The Battle of Merdjayoun was a World War II engagement in June 1941 in which Allied forces, including Australian troops, fought Vichy French forces for control of the strategic town of Merdjayoun in Lebanon.
  • C. Battle of Al Amarah
    The Battle of Al Amarah was a significant engagement during the Iraq War in which British-led coalition forces clashed with insurgents for control of the southern Iraqi city of Amarah.
  • D. Battle of Sultan Yacoub
    The Battle of Sultan Yacoub was a major tank engagement during the 1982 Lebanon War between Israeli and Syrian forces, notable for its heavy armor clashes and missing Israeli soldiers.
  • 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 Maaten al-Sarra
Triple: [Chadian–Libyan conflict, hasPart, Battle of Maaten al-Sarra]
Generated description
The Battle of Maaten al-Sarra was a decisive 1987 Chadian offensive against a key Libyan airbase in southern Libya that helped bring the Chadian–Libyan conflict to an end.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Maaten al-Sarra
Target entity description: The Battle of Maaten al-Sarra was a decisive 1987 Chadian offensive against a key Libyan airbase in southern Libya that helped bring the Chadian–Libyan conflict to an end.
  • A. Battle of Wadi al-Khaznadar
    The Battle of Wadi al-Khaznadar was a 1299 clash near Homs in which the Mongol Ilkhanate decisively defeated the Mamluk Sultanate, temporarily disrupting Mamluk control in Syria.
  • B. Battle of Merdjayoun
    The Battle of Merdjayoun was a World War II engagement in June 1941 in which Allied forces, including Australian troops, fought Vichy French forces for control of the strategic town of Merdjayoun in Lebanon.
  • C. Battle of Al Amarah
    The Battle of Al Amarah was a significant engagement during the Iraq War in which British-led coalition forces clashed with insurgents for control of the southern Iraqi city of Amarah.
  • D. Battle of Sultan Yacoub
    The Battle of Sultan Yacoub was a major tank engagement during the 1982 Lebanon War between Israeli and Syrian forces, notable for its heavy armor clashes and missing Israeli soldiers.
  • 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_69ae5176d2f08190b3ebc53ea1def9be completed March 9, 2026, 4:49 a.m.
NEDg Description generation batch_69ae5209ae40819095e02cafb8112a1f completed March 9, 2026, 4:52 a.m.
NED2 Entity disambiguation (via description) batch_69ae529375788190aead19ec0874f11e completed March 9, 2026, 4:54 a.m.
Created at: March 4, 2026, 7:36 p.m.