Triple
T18221877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | S programming language |
E436326
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | John Chambers |
—
|
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: John Chambers | Statement: [S programming language, developer, John Chambers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Chambers Context triple: [S programming language, developer, John Chambers]
-
A.
John Chambers
John Chambers was an acclaimed American makeup artist best known for his groundbreaking prosthetic work on films like "Planet of the Apes," which earned him a special Academy Award.
-
B.
John Chambers
John Chambers is the son of American writer and former Soviet spy Whittaker Chambers, known primarily in relation to his father's prominent role in the Alger Hiss case and Cold War history.
-
C.
John Chambers
John Chambers is an American business executive best known for serving as the longtime CEO and chairman of Cisco Systems.
-
D.
Eddy Cue
Eddy Cue is a senior Apple executive best known for overseeing the company’s internet software and services, including iTunes, the App Store, and iCloud.
-
E.
Vinod Khosla
Vinod Khosla is an Indian-American engineer, billionaire venture capitalist, and co-founder of Sun Microsystems known for his influential role in Silicon Valley and early-stage technology investing.
- 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: John Chambers Target entity description: John Chambers is a statistician and computer scientist best known for creating the S programming language, a precursor to R, while at Bell Labs.
-
A.
John Chambers
John Chambers was an acclaimed American makeup artist best known for his groundbreaking prosthetic work on films like "Planet of the Apes," which earned him a special Academy Award.
-
B.
John Chambers
John Chambers is the son of American writer and former Soviet spy Whittaker Chambers, known primarily in relation to his father's prominent role in the Alger Hiss case and Cold War history.
-
C.
John Chambers
John Chambers is an American business executive best known for serving as the longtime CEO and chairman of Cisco Systems.
-
D.
Eddy Cue
Eddy Cue is a senior Apple executive best known for overseeing the company’s internet software and services, including iTunes, the App Store, and iCloud.
-
E.
Vinod Khosla
Vinod Khosla is an Indian-American engineer, billionaire venture capitalist, and co-founder of Sun Microsystems known for his influential role in Silicon Valley and early-stage technology investing.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e47c85108190bd9707b40bdfdb38 |
completed | April 19, 2026, 2:19 p.m. |
Created at: April 10, 2026, 10:32 a.m.