Triple
T289452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | evolutionary psychology |
E5956
|
entity |
| Predicate | hasKeyFigure |
P810
|
FINISHED |
| Object |
Martin Daly
Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
|
E93100
|
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: Martin Daly | Statement: [evolutionary psychology, hasKeyFigure, Martin Daly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Daly Context triple: [evolutionary psychology, hasKeyFigure, Martin Daly]
-
A.
James L. Lumley
James L. Lumley was a prominent American mechanical engineer and fluid dynamicist known for influential research in turbulence and contributions to the theoretical foundations of fluid mechanics.
-
B.
John Tooby
John Tooby is an American anthropologist and one of the founders of evolutionary psychology, known for his influential work on the evolutionary basis of the human mind and behavior.
-
C.
Michael P. Brenner
Michael P. Brenner is an American applied mathematician and physicist known for his influential work in fluid dynamics and complex systems.
-
D.
Alexander J. Smits
Alexander J. Smits is a prominent mechanical engineer and fluid dynamicist known for his influential research on turbulent flows and high-speed aerodynamics.
-
E.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
- 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: Martin Daly Triple: [evolutionary psychology, hasKeyFigure, Martin Daly]
Generated description
Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Daly Target entity description: Martin Daly is a prominent Canadian evolutionary psychologist known for his influential research on human conflict, violence, and family relationships from an evolutionary perspective.
-
A.
James L. Lumley
James L. Lumley was a prominent American mechanical engineer and fluid dynamicist known for influential research in turbulence and contributions to the theoretical foundations of fluid mechanics.
-
B.
John Tooby
John Tooby is an American anthropologist and one of the founders of evolutionary psychology, known for his influential work on the evolutionary basis of the human mind and behavior.
-
C.
Michael P. Brenner
Michael P. Brenner is an American applied mathematician and physicist known for his influential work in fluid dynamics and complex systems.
-
D.
Alexander J. Smits
Alexander J. Smits is a prominent mechanical engineer and fluid dynamicist known for his influential research on turbulent flows and high-speed aerodynamics.
-
E.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
- 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_69a25946a7ac8190a78871c210213272 |
completed | Feb. 28, 2026, 2:56 a.m. |
| NER | Named-entity recognition | batch_69a25e4df5508190ab75115ac6b3964e |
completed | Feb. 28, 2026, 3:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6732881488190a6f6eb556a42277c |
completed | March 3, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69a6748b3ca08190a9177c8c9153d747 |
completed | March 3, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a674b3179481909e02a2f70466ac0b |
completed | March 3, 2026, 5:42 a.m. |
Created at: Feb. 28, 2026, 3:02 a.m.