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.