Triple

T1081717
Position Surface form Disambiguated ID Type / Status
Subject PAC-2 E23959 entity
Predicate notableUpgrade P5357 FINISHED
Object Guidance Enhanced Missile (GEM) variant
The Guidance Enhanced Missile (GEM) variant is an improved version of the Patriot PAC-2 interceptor featuring upgraded guidance and seeker technology to better engage modern aerial and ballistic missile threats.
E4017 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: Guidance Enhanced Missile (GEM) variant | Statement: [PAC-2, notableUpgrade, Guidance Enhanced Missile (GEM) variant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guidance Enhanced Missile (GEM) variant
Context triple: [PAC-2, notableUpgrade, Guidance Enhanced Missile (GEM) variant]
  • A. Brimstone missile
    The Brimstone missile is a British air-launched, precision-guided anti-armor and multi-role strike weapon designed for high accuracy against moving and static targets with minimal collateral damage.
  • B. 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.
  • C. 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.
  • D. Paveway series guided bombs
    Paveway series guided bombs are laser-guided precision munitions designed to improve the accuracy and effectiveness of conventional unguided bombs against ground targets.
  • E. Storm Shadow cruise missile
    The Storm Shadow cruise missile is a long-range, air-launched, precision strike weapon designed to destroy high-value, heavily defended targets with a stealthy, low-observable flight profile.
  • 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: Guidance Enhanced Missile (GEM) variant
Triple: [PAC-2, notableUpgrade, Guidance Enhanced Missile (GEM) variant]
Generated description
The Guidance Enhanced Missile (GEM) variant is an improved version of the Patriot PAC-2 interceptor featuring upgraded guidance and seeker technology to better engage modern aerial and ballistic missile threats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guidance Enhanced Missile (GEM) variant
Target entity description: The Guidance Enhanced Missile (GEM) variant is an improved version of the Patriot PAC-2 interceptor featuring upgraded guidance and seeker technology to better engage modern aerial and ballistic missile threats.
  • A. Brimstone missile
    The Brimstone missile is a British air-launched, precision-guided anti-armor and multi-role strike weapon designed for high accuracy against moving and static targets with minimal collateral damage.
  • B. Patriot missile system chosen
    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.
  • C. 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.
  • D. Paveway series guided bombs
    Paveway series guided bombs are laser-guided precision munitions designed to improve the accuracy and effectiveness of conventional unguided bombs against ground targets.
  • E. Storm Shadow cruise missile
    The Storm Shadow cruise missile is a long-range, air-launched, precision strike weapon designed to destroy high-value, heavily defended targets with a stealthy, low-observable flight profile.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableUpgrade
Context triple: [PAC-2, notableUpgrade, Guidance Enhanced Missile (GEM) variant]
  • A. notableChange
    Indicates a significant alteration or shift in the state, condition, or characteristics of an entity or relationship.
  • B. notableRelease
    Indicates that an entity is a significant or prominent release (such as a major version, edition, or launch) associated with another entity.
  • C. notableAdvantage
    Indicates that one entity possesses a significant benefit, edge, or favorable quality over another entity or in a given context.
  • D. hasUpgrade chosen
    Indicates that one entity possesses, includes, or is associated with an improved or enhanced version of another entity.
  • E. notableSystem
    Indicates that a system is recognized as significant, prominent, or noteworthy in a particular context or domain.
  • 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_69a493f1ddf48190a99d54b00e99f8ce completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b95d35888190a20593a278175df7 completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42affbac8190b6b16a1d726d0d35 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac44a7a69c8190af5289f6e46d571a completed March 7, 2026, 3:30 p.m.
NED2 Entity disambiguation (via description) batch_69ac451af1508190a55c037328b41931 completed March 7, 2026, 3:32 p.m.
PD Predicate disambiguation batch_69a4b73f4310819086281f8ec67d1a32 completed March 1, 2026, 10:01 p.m.
Created at: March 1, 2026, 7:42 p.m.