Triple
T7011159
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karen Vogtmann |
E162581
|
entity |
| Predicate | notableCollaborationWith |
P26239
|
FINISHED |
| Object |
Marc Culler
Marc Culler is an American mathematician known for his contributions to geometric group theory and low-dimensional topology.
|
E634853
|
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: Marc Culler | Statement: [Karen Vogtmann, notableCollaborationWith, Marc Culler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marc Culler Context triple: [Karen Vogtmann, notableCollaborationWith, Marc Culler]
-
A.
Curtis T. McMullen
Curtis T. McMullen is an American mathematician renowned for his work in complex dynamics, hyperbolic geometry, and Teichmüller theory, and a recipient of the Fields Medal.
-
B.
William Thurston
William Thurston was a pioneering American mathematician renowned for his revolutionary contributions to low-dimensional topology and geometry, including the geometrization conjecture for 3-manifolds.
-
C.
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.
-
D.
Dennis Sullivan
Dennis Sullivan is an influential American mathematician renowned for his groundbreaking work in topology, dynamical systems, and geometry.
-
E.
David D. Smith
David D. Smith is an American media executive best known as the longtime chairman and former CEO of Sinclair Broadcast Group, one of the largest television broadcasting companies in the United States.
- 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: Marc Culler Triple: [Karen Vogtmann, notableCollaborationWith, Marc Culler]
Generated description
Marc Culler is an American mathematician known for his contributions to geometric group theory and low-dimensional topology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marc Culler Target entity description: Marc Culler is an American mathematician known for his contributions to geometric group theory and low-dimensional topology.
-
A.
Curtis T. McMullen
Curtis T. McMullen is an American mathematician renowned for his work in complex dynamics, hyperbolic geometry, and Teichmüller theory, and a recipient of the Fields Medal.
-
B.
William Thurston
William Thurston was a pioneering American mathematician renowned for his revolutionary contributions to low-dimensional topology and geometry, including the geometrization conjecture for 3-manifolds.
-
C.
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.
-
D.
Dennis Sullivan
Dennis Sullivan is an influential American mathematician renowned for his groundbreaking work in topology, dynamical systems, and geometry.
-
E.
David D. Smith
David D. Smith is an American media executive best known as the longtime chairman and former CEO of Sinclair Broadcast Group, one of the largest television broadcasting companies in the United States.
- 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_69c6885a127c8190867b059bdccf13ff |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc5729448190af66dbd6f3e8936e |
completed | March 27, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a4bd424819097e1543ec59979ff |
completed | March 28, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69c76b1ef6f481908f4c4f610328f633 |
completed | March 28, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76c01679c8190b61f642c23c25ed5 |
completed | March 28, 2026, 5:49 a.m. |
Created at: March 27, 2026, 2:34 p.m.