Triple
T14794298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Evolutionary Epistemology |
E347733
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Donald T. Campbell
Donald T. Campbell was an influential American social scientist and methodologist known for pioneering evolutionary epistemology and advancing the study of research design, validity, and scientific knowledge.
|
E1119915
|
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: Donald T. Campbell | Statement: [Evolutionary Epistemology, relatedTo, Donald T. Campbell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald T. Campbell Context triple: [Evolutionary Epistemology, relatedTo, Donald T. Campbell]
-
A.
Charles Jerald Hull
Charles Jerald Hull was a Chicago businessman and property owner whose former residence became the site of the famous Hull House social settlement.
-
B.
Ralph S. Phillips
Ralph S. Phillips was an American mathematician known for his contributions to functional analysis, scattering theory, and operator theory.
-
C.
John Ernest Dunn
John Ernest Dunn was an American businessman and entrepreneur best known as the founder of JE Dunn Construction, one of the largest construction companies in the United States.
-
D.
Arthur Pape
Arthur Pape is a character in the play "Love! Valour! Compassion!" who is part of the ensemble of gay men whose intertwined relationships and emotional struggles unfold over several summer weekends.
-
E.
Walter Francis Brown
Walter Francis Brown was an American illustrator and artist best known for his work on 19th-century books and periodicals, including providing illustrations for Mark Twain’s travel writings.
- 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: Donald T. Campbell Triple: [Evolutionary Epistemology, relatedTo, Donald T. Campbell]
Generated description
Donald T. Campbell was an influential American social scientist and methodologist known for pioneering evolutionary epistemology and advancing the study of research design, validity, and scientific knowledge.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donald T. Campbell Target entity description: Donald T. Campbell was an influential American social scientist and methodologist known for pioneering evolutionary epistemology and advancing the study of research design, validity, and scientific knowledge.
-
A.
Charles Jerald Hull
Charles Jerald Hull was a Chicago businessman and property owner whose former residence became the site of the famous Hull House social settlement.
-
B.
Ralph S. Phillips
Ralph S. Phillips was an American mathematician known for his contributions to functional analysis, scattering theory, and operator theory.
-
C.
John Ernest Dunn
John Ernest Dunn was an American businessman and entrepreneur best known as the founder of JE Dunn Construction, one of the largest construction companies in the United States.
-
D.
Arthur Pape
Arthur Pape is a character in the play "Love! Valour! Compassion!" who is part of the ensemble of gay men whose intertwined relationships and emotional struggles unfold over several summer weekends.
-
E.
Walter Francis Brown
Walter Francis Brown was an American illustrator and artist best known for his work on 19th-century books and periodicals, including providing illustrations for Mark Twain’s travel writings.
- 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_69d822ea8b7c819097dfadf3d45545e6 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decd5ec43c8190ad7a10a556519bb0 |
completed | April 14, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24bea4408190975f4856cc02580e |
completed | May 8, 2026, 6 p.m. |
| NEDg | Description generation | batch_69fe25969218819090f5a6fa9b8dcbae |
completed | May 8, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe2616fc688190a126dab0cb1b1892 |
completed | May 8, 2026, 6:06 p.m. |
Created at: April 10, 2026, 1:31 a.m.