Triple
T10602593
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soar |
E275787
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | John E. Laird |
E875965
|
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: John E. Laird | Statement: [Soar, developer, John E. Laird]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John E. Laird Context triple: [Soar, developer, John E. Laird]
-
A.
John E. Laird
chosen
John E. Laird is a cognitive scientist and computer scientist best known for co-developing the Soar cognitive architecture and advancing research in artificial intelligence and human-like cognition.
-
B.
John C. Reynolds
John C. Reynolds was a pioneering computer scientist renowned for his foundational contributions to programming language theory, including polymorphic type systems and separation logic.
-
C.
Andrew W. Marshall
Andrew W. Marshall was a long-serving and influential U.S. defense strategist renowned for shaping Pentagon long-term military planning and competitive strategy during the late 20th and early 21st centuries.
-
D.
Alan M. Gates
Alan M. Gates is an American Episcopal bishop who serves as the diocesan bishop of the Episcopal Diocese of Massachusetts.
-
E.
Richard O. Covey
Richard O. Covey is a retired U.S. Air Force officer and NASA astronaut who flew on multiple Space Shuttle missions and helped lead the first Hubble Space Telescope servicing mission.
- 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_69d6aaf948d88190806cc3a8c47a3fb2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d6ded61d5c8190b13890c964b59949 |
completed | April 8, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a23e24881909afb009baa0ef662 |
completed | April 10, 2026, 10:31 p.m. |
Created at: April 8, 2026, 7:31 p.m.