Triple

T8641124
Position Surface form Disambiguated ID Type / Status
Subject 1st Special Operations Wing E204649 entity
Predicate aircraftOperated P1523 FINISHED
Object 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.
E751951 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-130 Combat Shadow | Statement: [1st Special Operations Wing, aircraftOperated, MC-130 Combat Shadow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MC-130 Combat Shadow
Context triple: [1st Special Operations Wing, aircraftOperated, MC-130 Combat Shadow]
  • 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. EC-121 Warning Star
    The EC-121 Warning Star was a U.S. Air Force airborne early warning and control aircraft developed from the Lockheed Constellation airliner and widely used during the Cold War and Vietnam War for radar surveillance and command-and-control missions.
  • C. 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.
  • D. Fairchild C-123 Provider
    The Fairchild C-123 Provider is a U.S. military transport aircraft widely known for its extensive use in cargo, troop transport, and aerial spray missions during the Vietnam War.
  • E. 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.
  • 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-130 Combat Shadow
Triple: [1st Special Operations Wing, aircraftOperated, MC-130 Combat Shadow]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MC-130 Combat Shadow
Target entity description: 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.
  • 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. EC-121 Warning Star
    The EC-121 Warning Star was a U.S. Air Force airborne early warning and control aircraft developed from the Lockheed Constellation airliner and widely used during the Cold War and Vietnam War for radar surveillance and command-and-control missions.
  • C. 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.
  • D. Fairchild C-123 Provider
    The Fairchild C-123 Provider is a U.S. military transport aircraft widely known for its extensive use in cargo, troop transport, and aerial spray missions during the Vietnam War.
  • E. 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.
  • 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_69ca834ca1c88190a11ffb0200342fac completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc47944d1c819081f448f14d04bf9d completed March 31, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef35ea7108190b164f9c3715be4f5 completed April 2, 2026, 10:53 p.m.
NEDg Description generation batch_69cef52000048190bc5451cfb6446ced completed April 2, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69cef809df548190b4f9ecc709b3b065 completed April 2, 2026, 11:13 p.m.
Created at: March 30, 2026, 6:28 p.m.