Triple
T10536394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Chambers College of Business and Economics |
E248573
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
John Chambers
John Chambers is an American business executive best known for serving as the longtime CEO and chairman of Cisco Systems.
|
E868725
|
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: John Chambers | Statement: [John Chambers College of Business and Economics, namedAfter, John Chambers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Chambers Context triple: [John Chambers College of Business and Economics, namedAfter, 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.
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.
-
D.
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.
-
E.
Thomas Siebel
Thomas Siebel is an American technology entrepreneur best known as the founder of Siebel Systems and later the cloud computing company C3.ai.
- 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: John Chambers Triple: [John Chambers College of Business and Economics, namedAfter, John Chambers]
Generated description
John Chambers is an American business executive best known for serving as the longtime CEO and chairman of Cisco Systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Chambers Target entity description: John Chambers is an American business executive best known for serving as the longtime CEO and chairman of Cisco Systems.
-
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.
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.
-
D.
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.
-
E.
Thomas Siebel
Thomas Siebel is an American technology entrepreneur best known as the founder of Siebel Systems and later the cloud computing company C3.ai.
- 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_69d381c5c7448190bec34bee7ec72bac |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d50a554fb4819081e9618bab051dc6 |
completed | April 7, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d90e507b408190ae3538d02536ef4c |
completed | April 10, 2026, 2:50 p.m. |
| NEDg | Description generation | batch_69d91233a5d081908a8c9f6a3177f40e |
completed | April 10, 2026, 3:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d912d18d2081909a6ebce1af1fb96a |
completed | April 10, 2026, 3:10 p.m. |
Created at: April 6, 2026, 12:31 p.m.