Triple
T12011779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Differential Topology (book) |
E285920
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | M. Hirsch |
E597866
|
NE FINISHED |
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: M. Hirsch | Statement: [Differential Topology (book), author, M. Hirsch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M. Hirsch Context triple: [Differential Topology (book), author, M. Hirsch]
-
A.
Morris Hirsch
chosen
Morris Hirsch is an American mathematician known for his contributions to differential topology and dynamical systems, as well as for coauthoring the influential textbook "Differential Equations, Dynamical Systems, and Linear Algebra."
-
B.
David Hirsch
David Hirsch is known as the father of American actor Emile Hirsch.
-
C.
Ken Rudin
Ken Rudin is a technology executive and entrepreneur best known for his leadership role in founding the enterprise software company Siebel Systems.
-
D.
Michael Shub
Michael Shub is an American mathematician and computer scientist known for his influential work in dynamical systems, complexity theory, and cryptography, including co-developing the Blum–Blum–Shub pseudorandom number generator.
-
E.
Dennis Sullivan
Dennis Sullivan is an influential American mathematician renowned for his groundbreaking work in topology, dynamical systems, and geometry.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab45a368819084fce08bf0dc3705 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903d7777481908cd5a001f75e2ee3 |
completed | April 10, 2026, 2:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f48b363c6481908c8414c1eecc14f5 |
completed | May 1, 2026, 11:15 a.m. |
Created at: April 8, 2026, 9:46 p.m.