Triple
T5645007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lenore Blum |
E124362
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Mike Shub
Mike Shub is an American mathematician known for his influential work in dynamical systems, complexity theory, and the foundations of computation.
|
E537368
|
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: Mike Shub | Statement: [Lenore Blum, coAuthor, Mike Shub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mike Shub Context triple: [Lenore Blum, coAuthor, Mike Shub]
-
A.
Mike Keenan
Mike Keenan is a notoriously hard-driving NHL head coach best known for leading the New York Rangers to their 1994 Stanley Cup championship and for his intense, disciplinarian coaching style.
-
B.
John Dombrowski
John Dombrowski is a notable individual who carries the Dombrowski surname, recognized enough to be specifically cited as a bearer of the name.
-
C.
Mike Schuster
Mike Schuster is a computer scientist known for his contributions to deep learning and sequence modeling, including work on neural machine translation at Google.
-
D.
Mike Gaffey
Mike Gaffey is a songwriter best known for co-writing the track "RITMO (Bad Boys for Life)."
-
E.
Mike Gartner
Mike Gartner is a Canadian Hall of Fame right winger renowned as one of the NHL’s most prolific goal scorers, surpassing 700 career goals over a 19-season career.
- 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: Mike Shub Triple: [Lenore Blum, coAuthor, Mike Shub]
Generated description
Mike Shub is an American mathematician known for his influential work in dynamical systems, complexity theory, and the foundations of computation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mike Shub Target entity description: Mike Shub is an American mathematician known for his influential work in dynamical systems, complexity theory, and the foundations of computation.
-
A.
Mike Keenan
Mike Keenan is a notoriously hard-driving NHL head coach best known for leading the New York Rangers to their 1994 Stanley Cup championship and for his intense, disciplinarian coaching style.
-
B.
John Dombrowski
John Dombrowski is a notable individual who carries the Dombrowski surname, recognized enough to be specifically cited as a bearer of the name.
-
C.
Mike Schuster
Mike Schuster is a computer scientist known for his contributions to deep learning and sequence modeling, including work on neural machine translation at Google.
-
D.
Mike Gaffey
Mike Gaffey is a songwriter best known for co-writing the track "RITMO (Bad Boys for Life)."
-
E.
Mike Gartner
Mike Gartner is a Canadian Hall of Fame right winger renowned as one of the NHL’s most prolific goal scorers, surpassing 700 career goals over a 19-season career.
- 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_69c00824643c81909ffdb888a2d35189 |
completed | March 22, 2026, 3:17 p.m. |
| NER | Named-entity recognition | batch_69c022a8eccc8190837d4705670dc25e |
completed | March 22, 2026, 5:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d84e14c8190b913486cb516eee1 |
completed | March 22, 2026, 8:13 p.m. |
| NEDg | Description generation | batch_69c04edbf1f081908d74d0ac29601a35 |
completed | March 22, 2026, 8:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f7e64c88190bbced2f2460c1913 |
completed | March 22, 2026, 8:22 p.m. |
Created at: March 22, 2026, 3:41 p.m.