Triple
T23337697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Geoffrey Chew |
E591641
|
entity |
| Predicate | doctoralStudent |
P167
|
FINISHED |
| Object | John Schwarz |
—
|
NE NERFINISHED |
How this triple was built (2 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 Schwarz | Statement: [Geoffrey Chew, doctoralStudent, John Schwarz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Schwarz Context triple: [Geoffrey Chew, doctoralStudent, John Schwarz]
-
A.
John H. Schwarz
chosen
John H. Schwarz is an American theoretical physicist best known as one of the founders of superstring theory and a pioneer in the development of string theory as a candidate for a unified theory of fundamental forces.
-
B.
Robert Jaffe
Robert Jaffe is an American screenwriter and film producer known for his work on science fiction and horror films.
-
C.
Gerald Guralnik
Gerald Guralnik was an American theoretical physicist best known as one of the co-discoverers of the Higgs mechanism that explains how particles acquire mass.
-
D.
Dan Appelquist
Dan Appelquist is a web standards and open web advocate known for his leadership in internet architecture and governance, including chairing key World Wide Web Consortium (W3C) groups.
-
E.
Stanley R. Jaffe
Stanley R. Jaffe is an American film producer best known for his work on acclaimed movies such as "Kramer vs. Kramer."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e25d20156c81908c5c53195bd9c738 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1982f8574819090f8b0ba249237a3 |
completed | April 29, 2026, 5:33 a.m. |
Created at: April 17, 2026, 5:17 p.m.