Triple

T10915783
Position Surface form Disambiguated ID Type / Status
Subject 27th Special Operations Wing E257817 entity
Predicate typeOfAircraftOperated P1523 FINISHED
Object MC-130J Commando II
The MC-130J Commando II is a specialized U.S. Air Force special operations transport and tanker aircraft designed for infiltration, exfiltration, and resupply of special operations forces in hostile or denied territory.
E896044 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: MC-130J Commando II | Statement: [27th Special Operations Wing, typeOfAircraftOperated, MC-130J Commando II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MC-130J Commando II
Context triple: [27th Special Operations Wing, typeOfAircraftOperated, MC-130J Commando II]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Cessna O-2 Skymaster
    The Cessna O-2 Skymaster is a military twin-boom, push-pull configuration aircraft used primarily by the U.S. Air Force for forward air control and reconnaissance during the Vietnam War.
  • E. AC-119K Stinger
    The AC-119K Stinger was a heavily armed U.S. Air Force gunship variant of the C-119 used during the Vietnam War for close air support and interdiction 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: MC-130J Commando II
Triple: [27th Special Operations Wing, typeOfAircraftOperated, MC-130J Commando II]
Generated description
The MC-130J Commando II is a specialized U.S. Air Force special operations transport and tanker aircraft designed for infiltration, exfiltration, and resupply of special operations forces in hostile or denied territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MC-130J Commando II
Target entity description: The MC-130J Commando II is a specialized U.S. Air Force special operations transport and tanker aircraft designed for infiltration, exfiltration, and resupply of special operations forces in hostile or denied territory.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Cessna O-2 Skymaster
    The Cessna O-2 Skymaster is a military twin-boom, push-pull configuration aircraft used primarily by the U.S. Air Force for forward air control and reconnaissance during the Vietnam War.
  • E. AC-119K Stinger
    The AC-119K Stinger was a heavily armed U.S. Air Force gunship variant of the C-119 used during the Vietnam War for close air support and interdiction 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77074c77c8190af91369eee11f1b7 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23bbf70688190be9315a75582dbe2 completed April 17, 2026, 1:55 p.m.
NEDg Description generation batch_69e2453f6f008190847298f4006290f7 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e288b1d64c8190b31313634b706d0a completed April 17, 2026, 7:23 p.m.
Created at: April 8, 2026, 9:22 p.m.