Triple

T4204991
Position Surface form Disambiguated ID Type / Status
Subject Lockheed C-130 Hercules E86160 entity
Predicate designedBy P184 FINISHED
Object Hall Hibbard
Hall Hibbard was an American aeronautical engineer and key Lockheed designer who helped shape several major military aircraft programs in the mid-20th century.
E420695 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: Hall Hibbard | Statement: [Lockheed C-130 Hercules, designedBy, Hall Hibbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hall Hibbard
Context triple: [Lockheed C-130 Hercules, designedBy, Hall Hibbard]
  • A. William Hornbeck
    William Hornbeck was an influential American film editor known for his work on numerous classic Hollywood films and for helping to shape modern editing techniques.
  • B. George Mills
    George Mills was a civil rights activist best known as one of the founders of the Congress of Racial Equality (CORE), a pioneering organization in the U.S. civil rights movement.
  • C. George Ward
    George Ward was a British Conservative politician who served in senior government roles during the mid-20th century, including as Minister of Supply.
  • D. Sidney Badgley
    Sidney Badgley was a Canadian-born architect known for designing prominent churches and public buildings across North America in the late 19th and early 20th centuries.
  • E. William Barnett
    William Barnett is a professor of business strategy and organizational behavior known for his work on competition, innovation, and organizational change at the Stanford Graduate School of Business.
  • 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: Hall Hibbard
Triple: [Lockheed C-130 Hercules, designedBy, Hall Hibbard]
Generated description
Hall Hibbard was an American aeronautical engineer and key Lockheed designer who helped shape several major military aircraft programs in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hall Hibbard
Target entity description: Hall Hibbard was an American aeronautical engineer and key Lockheed designer who helped shape several major military aircraft programs in the mid-20th century.
  • A. William Hornbeck
    William Hornbeck was an influential American film editor known for his work on numerous classic Hollywood films and for helping to shape modern editing techniques.
  • B. George Mills
    George Mills was a civil rights activist best known as one of the founders of the Congress of Racial Equality (CORE), a pioneering organization in the U.S. civil rights movement.
  • C. George Ward
    George Ward was a British Conservative politician who served in senior government roles during the mid-20th century, including as Minister of Supply.
  • D. Sidney Badgley
    Sidney Badgley was a Canadian-born architect known for designing prominent churches and public buildings across North America in the late 19th and early 20th centuries.
  • E. William Barnett
    William Barnett is a professor of business strategy and organizational behavior known for his work on competition, innovation, and organizational change at the Stanford Graduate School of Business.
  • 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.