Triple

T4588415
Position Surface form Disambiguated ID Type / Status
Subject Hughes Aircraft Company E103424 entity
Predicate notableProduct P1448 FINISHED
Object AIM-4 Falcon
The AIM-4 Falcon is an early American guided air-to-air missile used primarily by the U.S. Air Force during the Cold War.
E455437 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: AIM-4 Falcon | Statement: [Hughes Aircraft Company, notableProduct, AIM-4 Falcon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AIM-4 Falcon
Context triple: [Hughes Aircraft Company, notableProduct, AIM-4 Falcon]
  • A. AIM-9 Sidewinder missiles
    The AIM-9 Sidewinder is a widely used short-range, infrared-guided air-to-air missile known for its agility and effectiveness in dogfights.
  • B. AIM-7 Sparrow missiles
    The AIM-7 Sparrow is a radar-guided, medium-range air-to-air missile widely used by U.S. and allied fighter aircraft during the Cold War and beyond for beyond-visual-range engagements.
  • C. AGM-45 Shrike
    The AGM-45 Shrike is an American air-to-surface anti-radiation missile designed to home in on enemy radar emissions and suppress air defense systems.
  • D. FIM-92 Stinger missile
    The FIM-92 Stinger missile is a U.S.-made, shoulder-fired infrared homing surface-to-air missile widely known for its pivotal role in enabling Afghan mujahideen to shoot down Soviet aircraft during the Soviet–Afghan War.
  • E. AGM-114 Hellfire
    The AGM-114 Hellfire is a U.S.-developed air-to-surface precision-guided missile widely used from helicopters, drones, and fixed-wing aircraft for anti-armor and strike 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: AIM-4 Falcon
Triple: [Hughes Aircraft Company, notableProduct, AIM-4 Falcon]
Generated description
The AIM-4 Falcon is an early American guided air-to-air missile used primarily by the U.S. Air Force during the Cold War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AIM-4 Falcon
Target entity description: The AIM-4 Falcon is an early American guided air-to-air missile used primarily by the U.S. Air Force during the Cold War.
  • A. AIM-9 Sidewinder missiles
    The AIM-9 Sidewinder is a widely used short-range, infrared-guided air-to-air missile known for its agility and effectiveness in dogfights.
  • B. AIM-7 Sparrow missiles
    The AIM-7 Sparrow is a radar-guided, medium-range air-to-air missile widely used by U.S. and allied fighter aircraft during the Cold War and beyond for beyond-visual-range engagements.
  • C. AGM-45 Shrike
    The AGM-45 Shrike is an American air-to-surface anti-radiation missile designed to home in on enemy radar emissions and suppress air defense systems.
  • D. FIM-92 Stinger missile
    The FIM-92 Stinger missile is a U.S.-made, shoulder-fired infrared homing surface-to-air missile widely known for its pivotal role in enabling Afghan mujahideen to shoot down Soviet aircraft during the Soviet–Afghan War.
  • E. AGM-114 Hellfire
    The AGM-114 Hellfire is a U.S.-developed air-to-surface precision-guided missile widely used from helicopters, drones, and fixed-wing aircraft for anti-armor and strike 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_69bd43dccaf08190aa89e9991a289719 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd592115fc8190b1aee1d8bbaf1ee3 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde0b9f700819082b0e5171132d0f3 completed March 21, 2026, 12:05 a.m.
NEDg Description generation batch_69bde31735a481909d005e6c44e2f114 completed March 21, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69bde6d185088190b94580f53038d883 completed March 21, 2026, 12:31 a.m.
Created at: March 20, 2026, 1:11 p.m.