Triple

T9063165
Position Surface form Disambiguated ID Type / Status
Subject 15th Special Operations Squadron E217178 entity
Predicate aircraftOperated P1523 FINISHED
Object Lockheed MC-130J Commando II
The Lockheed MC-130J Commando II is a specialized U.S. special operations variant of the C-130 Hercules designed for clandestine infiltration, exfiltration, aerial refueling, and resupply missions in hostile or denied environments.
E13220 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: Lockheed MC-130J Commando II | Statement: [15th Special Operations Squadron, aircraftOperated, Lockheed MC-130J Commando II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lockheed MC-130J Commando II
Context triple: [15th Special Operations Squadron, aircraftOperated, Lockheed MC-130J Commando II]
  • A. Lockheed C-130 Hercules
    The Lockheed C-130 Hercules is a four‑engine turboprop military transport aircraft renowned worldwide for its versatility in tactical airlift, humanitarian missions, and special operations since the 1950s.
  • B. C-17 Globemaster III
    The C-17 Globemaster III is a large, long-range military transport aircraft used by several air forces worldwide for rapid strategic airlift of troops and heavy cargo.
  • C. MC-130 Combat Talon
    The MC-130 Combat Talon is a specialized U.S. Air Force special operations transport aircraft designed for clandestine infiltration, exfiltration, and resupply missions in hostile or denied territory.
  • D. Lockheed EC-130H Compass Call
    The Lockheed EC-130H Compass Call is a heavily modified C-130 Hercules aircraft used by the U.S. Air Force for tactical airborne electronic warfare and communications jamming operations.
  • E. MC-130 Combat Shadow
    The MC-130 Combat Shadow is a specialized U.S. Air Force special operations transport and refueling aircraft designed for clandestine infiltration, exfiltration, and resupply of special operations forces, often at low altitude and in adverse conditions.
  • 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: Lockheed MC-130J Commando II
Triple: [15th Special Operations Squadron, aircraftOperated, Lockheed MC-130J Commando II]
Generated description
The Lockheed MC-130J Commando II is a specialized U.S. special operations variant of the C-130 Hercules designed for clandestine infiltration, exfiltration, aerial refueling, and resupply missions in hostile or denied environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lockheed MC-130J Commando II
Target entity description: The Lockheed MC-130J Commando II is a specialized U.S. special operations variant of the C-130 Hercules designed for clandestine infiltration, exfiltration, aerial refueling, and resupply missions in hostile or denied environments.
  • A. Lockheed C-130 Hercules chosen
    The Lockheed C-130 Hercules is a four‑engine turboprop military transport aircraft renowned worldwide for its versatility in tactical airlift, humanitarian missions, and special operations since the 1950s.
  • B. C-17 Globemaster III
    The C-17 Globemaster III is a large, long-range military transport aircraft used by several air forces worldwide for rapid strategic airlift of troops and heavy cargo.
  • C. MC-130 Combat Talon
    The MC-130 Combat Talon is a specialized U.S. Air Force special operations transport aircraft designed for clandestine infiltration, exfiltration, and resupply missions in hostile or denied territory.
  • D. Lockheed EC-130H Compass Call
    The Lockheed EC-130H Compass Call is a heavily modified C-130 Hercules aircraft used by the U.S. Air Force for tactical airborne electronic warfare and communications jamming operations.
  • E. MC-130 Combat Shadow
    The MC-130 Combat Shadow is a specialized U.S. Air Force special operations transport and refueling aircraft designed for clandestine infiltration, exfiltration, and resupply of special operations forces, often at low altitude and in adverse conditions.
  • F. None of above.

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_69ca83d5a7f48190b16c1e59bd43ede0 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc94b9f28481909e20366b0e3d14aa completed April 1, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69d02fe00980819082571eccb608d605 completed April 3, 2026, 9:23 p.m.
NEDg Description generation batch_69d0316f47c88190920843b469d15069 completed April 3, 2026, 9:30 p.m.
NED2 Entity disambiguation (via description) batch_69d032778adc8190a087497507a6e1ca completed April 3, 2026, 9:34 p.m.
Created at: March 30, 2026, 7:11 p.m.