Triple

T4204968
Position Surface form Disambiguated ID Type / Status
Subject Lockheed C-130 Hercules E86160 entity
Predicate developedFrom P1245 FINISHED
Object Lockheed Model 82 design studies
The Lockheed Model 82 design studies were early conceptual and engineering design efforts that laid the groundwork for what became the Lockheed C-130 Hercules military transport aircraft.
E420694 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 Model 82 design studies | Statement: [Lockheed C-130 Hercules, developedFrom, Lockheed Model 82 design studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lockheed Model 82 design studies
Context triple: [Lockheed C-130 Hercules, developedFrom, Lockheed Model 82 design studies]
  • A. Boeing Model 299
    The Boeing Model 299 was the prototype four‑engine heavy bomber that led to the development of the famed B-17 Flying Fortress used extensively by the United States during World War II.
  • B. Fairchild C-82 Packet
    The Fairchild C-82 Packet was an American twin-boom, twin-engine military transport aircraft developed during World War II for cargo and paratroop operations.
  • C. Republic-Ford JB-2 Loon
    The Republic-Ford JB-2 Loon was an American World War II-era air-launched cruise missile developed as a copy of the German V-1 flying bomb.
  • D. Douglas X-3 Stiletto
    The Douglas X-3 Stiletto was a slender, jet-powered experimental research aircraft of the early 1950s designed to investigate sustained supersonic flight and advanced aerodynamic concepts for future high-speed aircraft.
  • E. Lippisch X-series experimental aircraft concepts
    The Lippisch X-series experimental aircraft concepts were pioneering tailless and delta-wing designs that significantly influenced the development of modern high-speed and jet-powered aircraft.
  • 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 Model 82 design studies
Triple: [Lockheed C-130 Hercules, developedFrom, Lockheed Model 82 design studies]
Generated description
The Lockheed Model 82 design studies were early conceptual and engineering design efforts that laid the groundwork for what became the Lockheed C-130 Hercules military transport aircraft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lockheed Model 82 design studies
Target entity description: The Lockheed Model 82 design studies were early conceptual and engineering design efforts that laid the groundwork for what became the Lockheed C-130 Hercules military transport aircraft.
  • A. Boeing Model 299
    The Boeing Model 299 was the prototype four‑engine heavy bomber that led to the development of the famed B-17 Flying Fortress used extensively by the United States during World War II.
  • B. Fairchild C-82 Packet
    The Fairchild C-82 Packet was an American twin-boom, twin-engine military transport aircraft developed during World War II for cargo and paratroop operations.
  • C. Republic-Ford JB-2 Loon
    The Republic-Ford JB-2 Loon was an American World War II-era air-launched cruise missile developed as a copy of the German V-1 flying bomb.
  • D. Douglas X-3 Stiletto
    The Douglas X-3 Stiletto was a slender, jet-powered experimental research aircraft of the early 1950s designed to investigate sustained supersonic flight and advanced aerodynamic concepts for future high-speed aircraft.
  • E. Lippisch X-series experimental aircraft concepts
    The Lippisch X-series experimental aircraft concepts were pioneering tailless and delta-wing designs that significantly influenced the development of modern high-speed and jet-powered aircraft.
  • 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_69aed93b89f48190a31f6d57c760e42f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0382eafc8190946bf45bf28095dd completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a19c90c819083a750fafa6fd1c7 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e337aec819092020d46ee235fd1 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e9f50948190a40254375e76153c completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:49 p.m.