Triple

T5646784
Position Surface form Disambiguated ID Type / Status
Subject North American Aviation E124404 entity
Predicate foundedBy P104 FINISHED
Object Clement Melville Keys
Clement Melville Keys was a prominent early 20th-century Canadian-born aviation financier and executive who played a key role in organizing and backing major U.S. airlines and aircraft manufacturers.
E537456 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: Clement Melville Keys | Statement: [North American Aviation, foundedBy, Clement Melville Keys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clement Melville Keys
Context triple: [North American Aviation, foundedBy, Clement Melville Keys]
  • A. Ernest Wise Keyser
    Ernest Wise Keyser was an American sculptor known for creating notable public monuments and memorials in the early 20th century.
  • B. Oswald T. Campbell
    Oswald T. Campbell is the lonely, ailing man who finds unexpected community, healing, and hope in a small Alabama town in Fannie Flagg’s novel "A Redbird Christmas."
  • C. Melville Jacobs
    Melville Jacobs was an American anthropologist and linguist known for his influential fieldwork and documentation of Native American languages and oral traditions in the Pacific Northwest.
  • D. David LeFevre Dodd
    David LeFevre Dodd was an American economist and Columbia University professor best known for co-authoring the seminal value investing text "Security Analysis" with Benjamin Graham.
  • E. Francis Newton Gifford
    Francis Newton Gifford was a prominent American football player and Hall of Famer who became widely known as a longtime sportscaster on ABC’s Monday Night Football.
  • 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: Clement Melville Keys
Triple: [North American Aviation, foundedBy, Clement Melville Keys]
Generated description
Clement Melville Keys was a prominent early 20th-century Canadian-born aviation financier and executive who played a key role in organizing and backing major U.S. airlines and aircraft manufacturers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clement Melville Keys
Target entity description: Clement Melville Keys was a prominent early 20th-century Canadian-born aviation financier and executive who played a key role in organizing and backing major U.S. airlines and aircraft manufacturers.
  • A. Ernest Wise Keyser
    Ernest Wise Keyser was an American sculptor known for creating notable public monuments and memorials in the early 20th century.
  • B. Oswald T. Campbell
    Oswald T. Campbell is the lonely, ailing man who finds unexpected community, healing, and hope in a small Alabama town in Fannie Flagg’s novel "A Redbird Christmas."
  • C. Melville Jacobs
    Melville Jacobs was an American anthropologist and linguist known for his influential fieldwork and documentation of Native American languages and oral traditions in the Pacific Northwest.
  • D. David LeFevre Dodd
    David LeFevre Dodd was an American economist and Columbia University professor best known for co-authoring the seminal value investing text "Security Analysis" with Benjamin Graham.
  • E. Francis Newton Gifford
    Francis Newton Gifford was a prominent American football player and Hall of Famer who became widely known as a longtime sportscaster on ABC’s Monday Night Football.
  • 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_69c00825df388190a58742fa9b1aa33d completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c022abf0108190b10b3a9fe1688bf9 completed March 22, 2026, 5:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d88bbf08190b32d1ad157e28fe4 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04edbf1f081908d74d0ac29601a35 completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7e64c88190bbced2f2460c1913 completed March 22, 2026, 8:22 p.m.
Created at: March 22, 2026, 3:41 p.m.