Triple
T2515732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Allen Newell |
E55407
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Stuart K. Card
Stuart K. Card is a pioneering human–computer interaction and cognitive psychology researcher known for his foundational work on models of human-computer interaction and information visualization.
|
E275781
|
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: Stuart K. Card | Statement: [Allen Newell, notableStudent, Stuart K. Card]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart K. Card Context triple: [Allen Newell, notableStudent, Stuart K. Card]
-
A.
Brian Hartnett
Brian Hartnett is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the Hartnett surname.
-
B.
Vernor Vinge
Vernor Vinge is an American science fiction author and retired computer scientist known for popularizing the concept of the technological singularity and for his multiple award-winning novels and stories.
-
C.
Gene Reynolds
Gene Reynolds was an American actor and Emmy-winning television producer and director, best known for co-creating and producing the acclaimed TV series M*A*S*H.
-
D.
Gregory Benford
Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
-
E.
David G. Hartwell
David G. Hartwell was an influential American science fiction and fantasy editor, anthologist, and critic known for shaping the genre through his work at major publishing houses and his acclaimed themed anthologies.
- 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: Stuart K. Card Triple: [Allen Newell, notableStudent, Stuart K. Card]
Generated description
Stuart K. Card is a pioneering human–computer interaction and cognitive psychology researcher known for his foundational work on models of human-computer interaction and information visualization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart K. Card Target entity description: Stuart K. Card is a pioneering human–computer interaction and cognitive psychology researcher known for his foundational work on models of human-computer interaction and information visualization.
-
A.
Brian Hartnett
Brian Hartnett is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the Hartnett surname.
-
B.
Vernor Vinge
Vernor Vinge is an American science fiction author and retired computer scientist known for popularizing the concept of the technological singularity and for his multiple award-winning novels and stories.
-
C.
Gene Reynolds
Gene Reynolds was an American actor and Emmy-winning television producer and director, best known for co-creating and producing the acclaimed TV series M*A*S*H.
-
D.
Gregory Benford
Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
-
E.
David G. Hartwell
David G. Hartwell was an influential American science fiction and fantasy editor, anthologist, and critic known for shaping the genre through his work at major publishing houses and his acclaimed themed anthologies.
- 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd20db7e0819096d901eb20ae65e5 |
completed | March 7, 2026, 7:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2b9aa5cc81908c2e09ce18f2e98e |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af508c28f48190afc4aa1bc3c9adf3 |
completed | March 9, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5155f85081908dd4a1859d0f7907 |
completed | March 9, 2026, 11:01 p.m. |
Created at: March 6, 2026, 9:46 p.m.