Triple

T9005799
Position Surface form Disambiguated ID Type / Status
Subject Islamic State – Libya Province E215139 entity
Predicate opposedBy P437 FINISHED
Object Government of National Accord forces
Government of National Accord forces were the military units loyal to Libya’s UN-recognized Government of National Accord, engaged in the country’s civil conflict and counterterrorism operations.
E770690 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: Government of National Accord forces | Statement: [Islamic State – Libya Province, opposedBy, Government of National Accord forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Government of National Accord forces
Context triple: [Islamic State – Libya Province, opposedBy, Government of National Accord forces]
  • A. Algerian People's National Armed Forces
    The Algerian People's National Armed Forces is the unified military organization of Algeria responsible for the country's defense and security across its land, air, and maritime domains.
  • B. Algerian forces
    Algerian forces were the local military and resistance groups that opposed the French invasion and subsequent colonization of Algeria in the 19th century.
  • C. Tunisian Army
    The Tunisian Army is the land warfare branch of Tunisia’s armed forces, historically influential in the country’s politics and noted for its relatively apolitical stance compared to other regional militaries.
  • D. Rahanweyn Resistance Army
    The Rahanweyn Resistance Army was a Somali militia and political faction formed to defend the interests and territories of the Rahanweyn (Digil-Mirifle) clan during the protracted conflict in Somalia.
  • E. Phalange Party militia
    The Phalange Party militia was a right-wing Christian Lebanese paramilitary force that played a major role in the Lebanese Civil War, known for its involvement in sectarian fighting and close ties to the Kataeb (Phalange) political party.
  • 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: Government of National Accord forces
Triple: [Islamic State – Libya Province, opposedBy, Government of National Accord forces]
Generated description
Government of National Accord forces were the military units loyal to Libya’s UN-recognized Government of National Accord, engaged in the country’s civil conflict and counterterrorism operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Government of National Accord forces
Target entity description: Government of National Accord forces were the military units loyal to Libya’s UN-recognized Government of National Accord, engaged in the country’s civil conflict and counterterrorism operations.
  • A. Algerian People's National Armed Forces
    The Algerian People's National Armed Forces is the unified military organization of Algeria responsible for the country's defense and security across its land, air, and maritime domains.
  • B. Algerian forces
    Algerian forces were the local military and resistance groups that opposed the French invasion and subsequent colonization of Algeria in the 19th century.
  • C. Tunisian Army
    The Tunisian Army is the land warfare branch of Tunisia’s armed forces, historically influential in the country’s politics and noted for its relatively apolitical stance compared to other regional militaries.
  • D. Rahanweyn Resistance Army
    The Rahanweyn Resistance Army was a Somali militia and political faction formed to defend the interests and territories of the Rahanweyn (Digil-Mirifle) clan during the protracted conflict in Somalia.
  • E. Phalange Party militia
    The Phalange Party militia was a right-wing Christian Lebanese paramilitary force that played a major role in the Lebanese Civil War, known for its involvement in sectarian fighting and close ties to the Kataeb (Phalange) political party.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69bc6e208190b0c01e3761c04799 completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e3f0c88190ae688632be25e5c9 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd17e5850819087fbb60fdc612fd9 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd215204c8190886cc071f100aab6 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:05 p.m.