Triple
T17970563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CH2M Hill |
E449327
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object | Burke Hayes |
—
|
NE NERFINISHED |
How this triple was built (3 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: Burke Hayes | Statement: [CH2M Hill, foundedBy, Burke Hayes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Burke Hayes Context triple: [CH2M Hill, foundedBy, Burke Hayes]
-
A.
Birchard Hayes
Birchard Hayes was a member of the prominent Hayes family of Ohio, best known as a relative of U.S. President Rutherford B. Hayes and part of his close-knit 19th-century household.
-
B.
Sterling Hayes
Sterling Hayes is a Chicago-based rapper and member of the SaveMoney collective known for his introspective lyrics and affiliation with the city's alternative hip-hop scene.
-
C.
Joseph Braden
Joseph Braden was a 19th-century landowner and sugar planter in Florida whose name was given to the city of Bradenton.
-
D.
Tarrant Crawford
Tarrant Crawford is a small rural village in Dorset, England, known for its medieval heritage and the remains of its former abbey.
-
E.
William Humphries
William Humphries is best known as the father of former NBA player Kris Humphries.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Burke Hayes Target entity description: Burke Hayes was one of the founding figures behind CH2M Hill, a major American engineering and construction firm.
-
A.
Birchard Hayes
Birchard Hayes was a member of the prominent Hayes family of Ohio, best known as a relative of U.S. President Rutherford B. Hayes and part of his close-knit 19th-century household.
-
B.
Sterling Hayes
Sterling Hayes is a Chicago-based rapper and member of the SaveMoney collective known for his introspective lyrics and affiliation with the city's alternative hip-hop scene.
-
C.
Joseph Braden
Joseph Braden was a 19th-century landowner and sugar planter in Florida whose name was given to the city of Bradenton.
-
D.
Tarrant Crawford
Tarrant Crawford is a small rural village in Dorset, England, known for its medieval heritage and the remains of its former abbey.
-
E.
William Humphries
William Humphries is best known as the father of former NBA player Kris Humphries.
- F. None of above. chosen
Provenance (2 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_69d8b9f9927c8190a006110c8b996e61 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4b1fa67c48190936f20cea45e4599 |
completed | April 19, 2026, 10:44 a.m. |
Created at: April 10, 2026, 10:22 a.m.