Triple
T20112519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mathematics Without Numbers |
E490369
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Geoffrey Hellman |
—
|
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: Geoffrey Hellman | Statement: [Mathematics Without Numbers, author, Geoffrey Hellman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geoffrey Hellman Context triple: [Mathematics Without Numbers, author, Geoffrey Hellman]
-
A.
Geoffrey Hellman
chosen
Geoffrey Hellman is an American philosopher known for his work in the philosophy of mathematics and modal structuralism.
-
B.
Herman Halperin
Herman Halperin was an influential electrical engineer recognized for his significant contributions to electric power transmission and distribution.
-
C.
Geoffrey Wigoder
Geoffrey Wigoder was a British-born Israeli historian, editor, and scholar of Jewish studies best known for his leadership in producing major reference works on Judaism and Jewish history.
-
D.
David Helfgott
David Helfgott is an Australian concert pianist whose life, marked by prodigious talent and struggles with mental illness, inspired the acclaimed film "Shine."
-
E.
Fred Hellerman
Fred Hellerman was an American folk singer, guitarist, songwriter, and producer best known as a founding member of the influential folk group The Weavers.
- 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_69da62636cc08190982cc71733a17b8d |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e666e21f908190b46c747662ff378a |
completed | April 20, 2026, 5:48 p.m. |
Created at: April 11, 2026, 11:29 p.m.