Triple

T105008
Position Surface form Disambiguated ID Type / Status
Subject Gulf War E2119 entity
Predicate IraqiWeaponUsed P706 FINISHED
Object Scud missiles
Scud missiles are Soviet-designed short-range ballistic missiles that gained widespread notoriety for their use by Iraq to attack coalition and civilian targets during the Gulf War.
E11734 NE FINISHED

How this triple was built (5 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: Scud missiles | Statement: [Gulf War, IraqiWeaponUsed, Scud missiles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scud missiles
Context triple: [Gulf War, IraqiWeaponUsed, Scud missiles]
  • A. Patriot missile system
    The Patriot missile system is a long-range, all-altitude, air-defense system designed to detect, track, and intercept incoming aircraft, missiles, and drones, widely used by the U.S. and allied militaries.
  • B. Tomahawk cruise missile
    The Tomahawk cruise missile is a long-range, precision-guided, subsonic missile widely used by the U.S. and allied navies for land-attack missions.
  • C. V-2 rocket
    The V-2 rocket was a German World War II ballistic missile and the world’s first long-range guided rocket weapon, pioneering technologies later used in space exploration.
  • D. Missile Systems
    Missile Systems is a Raytheon Company business segment specializing in the design, development, and production of advanced missile and defense weapon systems for military and strategic applications.
  • E. AMRAAM air-to-air missile
    The AMRAAM air-to-air missile is a widely used, beyond-visual-range, radar-guided weapon designed for modern fighter aircraft to engage and destroy airborne targets.
  • 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: Scud missiles
Triple: [Gulf War, IraqiWeaponUsed, Scud missiles]
Generated description
Scud missiles are Soviet-designed short-range ballistic missiles that gained widespread notoriety for their use by Iraq to attack coalition and civilian targets during the Gulf War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scud missiles
Target entity description: Scud missiles are Soviet-designed short-range ballistic missiles that gained widespread notoriety for their use by Iraq to attack coalition and civilian targets during the Gulf War.
  • A. Patriot missile system
    The Patriot missile system is a long-range, all-altitude, air-defense system designed to detect, track, and intercept incoming aircraft, missiles, and drones, widely used by the U.S. and allied militaries.
  • B. Tomahawk cruise missile
    The Tomahawk cruise missile is a long-range, precision-guided, subsonic missile widely used by the U.S. and allied navies for land-attack missions.
  • C. V-2 rocket
    The V-2 rocket was a German World War II ballistic missile and the world’s first long-range guided rocket weapon, pioneering technologies later used in space exploration.
  • D. Missile Systems
    Missile Systems is a Raytheon Company business segment specializing in the design, development, and production of advanced missile and defense weapon systems for military and strategic applications.
  • E. AMRAAM air-to-air missile
    The AMRAAM air-to-air missile is a widely used, beyond-visual-range, radar-guided weapon designed for modern fighter aircraft to engage and destroy airborne targets.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: IraqiWeaponUsed
Context triple: [Gulf War, IraqiWeaponUsed, Scud missiles]
  • A. weaponsUsed
    Indicates that one entity employed or utilized another entity as a weapon in carrying out an action or event.
  • B. usedWarfareType
    Indicates the specific type or method of warfare that an entity employed in a conflict or military context.
  • C. usedWeapon chosen
    Indicates that an entity employed a specific weapon as the means or tool to carry out an action or event.
  • D. warfareCapability
    Indicates the ability or capacity of an entity to engage in, conduct, or support acts of warfare.
  • E. warfareType
    Indicates the specific kind or category of warfare that characterizes a given conflict or military engagement.
  • F. None of above.

Provenance (6 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_69a24e0a5b7c81908d52da08c60dabc4 completed Feb. 28, 2026, 2:08 a.m.
NER Named-entity recognition batch_69a25711f6788190a22252ea3a3af394 completed Feb. 28, 2026, 2:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a27c030ddc8190af2ebb672237bf18 completed Feb. 28, 2026, 5:24 a.m.
NEDg Description generation batch_69a27d8a52188190ae00d52340839bbc completed Feb. 28, 2026, 5:30 a.m.
NED2 Entity disambiguation (via description) batch_69a27e7633d88190a622115c4e29fd9c completed Feb. 28, 2026, 5:34 a.m.
PD Predicate disambiguation batch_69a2563be81c81908ccc5ed44edd6b8e completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.