Triple
T24305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armstrong |
E483
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
B. F. Skinner (born Burrhus Frederic Skinner)
B. F. Skinner was an influential American psychologist and behaviorist best known for developing the theory of operant conditioning and pioneering experimental analysis of behavior.
|
E3082
|
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: B. F. Skinner (born Burrhus Frederic Skinner) | Statement: [Armstrong, hasNotableBearer, B. F. Skinner (born Burrhus Frederic Skinner)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: B. F. Skinner (born Burrhus Frederic Skinner) Context triple: [Armstrong, hasNotableBearer, B. F. Skinner (born Burrhus Frederic Skinner)]
-
A.
Noam Chomsky
Noam Chomsky is an American linguist, philosopher, cognitive scientist, historian, and political activist widely regarded as the founder of modern linguistics and a prominent critic of U.S. foreign policy.
-
B.
Claude Shannon
Claude Shannon was an American mathematician and electrical engineer known as the "father of information theory" for founding the mathematical framework underlying digital communication and data compression.
-
C.
Vannevar Bush
American electrical engineer and science administrator (1890~1974)
-
D.
Harold A. Wheeler
Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
-
E.
Richard Bolt
Richard Bolt was an American acoustician and co-founder of the influential research and engineering firm Bolt Beranek and Newman, known for its pioneering work in acoustics and computer networking.
- 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: B. F. Skinner (born Burrhus Frederic Skinner) Triple: [Armstrong, hasNotableBearer, B. F. Skinner (born Burrhus Frederic Skinner)]
Generated description
B. F. Skinner was an influential American psychologist and behaviorist best known for developing the theory of operant conditioning and pioneering experimental analysis of behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: B. F. Skinner (born Burrhus Frederic Skinner) Target entity description: B. F. Skinner was an influential American psychologist and behaviorist best known for developing the theory of operant conditioning and pioneering experimental analysis of behavior.
-
A.
Noam Chomsky
Noam Chomsky is an American linguist, philosopher, cognitive scientist, historian, and political activist widely regarded as the founder of modern linguistics and a prominent critic of U.S. foreign policy.
-
B.
Claude Shannon
Claude Shannon was an American mathematician and electrical engineer known as the "father of information theory" for founding the mathematical framework underlying digital communication and data compression.
-
C.
Vannevar Bush
American electrical engineer and science administrator (1890~1974)
-
D.
Harold A. Wheeler
Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
-
E.
Richard Bolt
Richard Bolt was an American acoustician and co-founder of the influential research and engineering firm Bolt Beranek and Newman, known for its pioneering work in acoustics and computer networking.
- 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_69a243b4ac2c8190b93c303df797b7b2 |
completed | Feb. 28, 2026, 1:24 a.m. |
| NER | Named-entity recognition | batch_69a2466d166881908bd8513c8d09fe8d |
completed | Feb. 28, 2026, 1:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a24e59b35c8190a192ed9095a8756d |
completed | Feb. 28, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69a24edf06688190963f6812d173d56e |
completed | Feb. 28, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a24fec71908190813a1e322bbbdbb6 |
completed | Feb. 28, 2026, 2:16 a.m. |
Created at: Feb. 28, 2026, 1:34 a.m.