Triple

T4022393
Position Surface form Disambiguated ID Type / Status
Subject Somalia peacekeeping operations E91308 entity
Predicate hasPart P35 FINISHED
Object UNITAF
UNITAF (Unified Task Force) was a U.S.-led multinational military coalition deployed to Somalia in 1992–1993 under UN authorization to secure humanitarian relief operations during the Somali civil war.
 E406818 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: UNITAF | Statement: [Somalia peacekeeping operations, hasPart, UNITAF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UNITAF
Context triple: [Somalia peacekeeping operations, hasPart, UNITAF]
  • A. 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.
  • B. Khamis Brigade
    The Khamis Brigade was an elite Libyan military unit loyal to Muammar Gaddafi’s regime, known for its prominent role in suppressing opposition during the 2011 Libyan civil war.
  • C. 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.
  • D. Mourabitoun militia
    The Mourabitoun militia was a prominent Lebanese Sunni Nasserist armed group active mainly in West Beirut during the Lebanese Civil War.
  • E. Sa'ka Forces
    Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
  • 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: UNITAF
Triple: [Somalia peacekeeping operations, hasPart, UNITAF]
Generated description
UNITAF (Unified Task Force) was a U.S.-led multinational military coalition deployed to Somalia in 1992–1993 under UN authorization to secure humanitarian relief operations during the Somali civil war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UNITAF
Target entity description: UNITAF (Unified Task Force) was a U.S.-led multinational military coalition deployed to Somalia in 1992–1993 under UN authorization to secure humanitarian relief operations during the Somali civil war.
  • A. 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.
  • B. Khamis Brigade
    The Khamis Brigade was an elite Libyan military unit loyal to Muammar Gaddafi’s regime, known for its prominent role in suppressing opposition during the 2011 Libyan civil war.
  • C. 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.
  • D. Mourabitoun militia
    The Mourabitoun militia was a prominent Lebanese Sunni Nasserist armed group active mainly in West Beirut during the Lebanese Civil War.
  • E. Sa'ka Forces
    Sa'ka Forces are Egypt’s elite special operations troops known for high-risk commando, counterterrorism, and unconventional warfare missions.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaccb2f48190a16a1ba6e938da85 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c82a33881908eb1b53331b10791 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d41fa008190972411203c8a07f2 completed March 14, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69b54deeeac881909cc951927e51111f completed March 14, 2026, noon
Created at: March 9, 2026, 3:35 p.m.