Triple

T112110
Position Surface form Disambiguated ID Type / Status
Subject Typhoon FGR4 E2269 entity
Predicate usedIn P98 FINISHED
Object Middle East combat operations
Middle East combat operations refers to military engagements and air campaigns conducted in the Middle Eastern region, often involving coalition forces targeting insurgent groups, terrorist organizations, and hostile state actors.
E11319 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: Middle East combat operations | Statement: [Typhoon FGR4, usedIn, Middle East combat operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middle East combat operations
Context triple: [Typhoon FGR4, usedIn, Middle East combat operations]
  • A. Gulf War
    The Gulf War was a 1990–1991 conflict in which a U.S.-led coalition expelled Iraqi forces from Kuwait using a brief but intense air and ground campaign.
  • B. Global War on Terrorism
    The Global War on Terrorism is a broad, U.S.-led international military and political campaign launched after the September 11, 2001 attacks to combat terrorist organizations and the states that support them.
  • C. Iraqi no-fly zone enforcement
    Iraqi no-fly zone enforcement was a post–Gulf War military operation in which coalition forces, led by the United States and its allies, patrolled and restricted Iraqi airspace to protect Kurdish and Shiite populations and contain Saddam Hussein’s regime.
  • D. War in Afghanistan (2001–2021)
    The War in Afghanistan (2001–2021) was a protracted conflict initiated by a U.S.-led invasion to dismantle al-Qaeda and remove the Taliban from power, evolving into a long-term counterinsurgency and nation-building effort that ended with the Taliban’s return to control.
  • E. Iraq War
    The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
  • 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: Middle East combat operations
Triple: [Typhoon FGR4, usedIn, Middle East combat operations]
Generated description
Middle East combat operations refers to military engagements and air campaigns conducted in the Middle Eastern region, often involving coalition forces targeting insurgent groups, terrorist organizations, and hostile state actors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middle East combat operations
Target entity description: Middle East combat operations refers to military engagements and air campaigns conducted in the Middle Eastern region, often involving coalition forces targeting insurgent groups, terrorist organizations, and hostile state actors.
  • A. Gulf War
    The Gulf War was a 1990–1991 conflict in which a U.S.-led coalition expelled Iraqi forces from Kuwait using a brief but intense air and ground campaign.
  • B. Global War on Terrorism
    The Global War on Terrorism is a broad, U.S.-led international military and political campaign launched after the September 11, 2001 attacks to combat terrorist organizations and the states that support them.
  • C. Iraqi no-fly zone enforcement
    Iraqi no-fly zone enforcement was a post–Gulf War military operation in which coalition forces, led by the United States and its allies, patrolled and restricted Iraqi airspace to protect Kurdish and Shiite populations and contain Saddam Hussein’s regime.
  • D. War in Afghanistan (2001–2021)
    The War in Afghanistan (2001–2021) was a protracted conflict initiated by a U.S.-led invasion to dismantle al-Qaeda and remove the Taliban from power, evolving into a long-term counterinsurgency and nation-building effort that ended with the Taliban’s return to control.
  • E. Iraq War
    The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a256eddd748190984a304000988a75 completed Feb. 28, 2026, 2:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a27c0652508190aa8d569ee7dae7bc completed Feb. 28, 2026, 5:24 a.m.
NEDg Description generation batch_69a27cc652048190bd6ac1fb6788991a completed Feb. 28, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69a27d8de2888190a9f37390d7a4324e completed Feb. 28, 2026, 5:30 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.