Triple
T19756026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clark L. Hull |
E474501
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Kenneth W. Spence
Kenneth W. Spence was an American psychologist known for his influential work in learning theory and behaviorism, particularly in extending and refining Clark L. Hull’s theoretical framework.
|
E1522517
|
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: Kenneth W. Spence | Statement: [Clark L. Hull, influenced, Kenneth W. Spence]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenneth W. Spence Context triple: [Clark L. Hull, influenced, Kenneth W. Spence]
-
A.
Kenneth V. Jones
Kenneth V. Jones was a British composer best known for his film and television scores in the mid-20th century.
-
B.
Timothy N. Spence
Timothy N. Spence is an American banking executive who serves as the chief executive officer of Fifth Third Bancorp, a major regional financial services company based in the United States.
-
C.
Ronald I. Spiers
Ronald I. Spiers was an American diplomat and government official who held several senior positions in the U.S. State Department and foreign service during the Cold War era.
-
D.
Kenneth W. James
Kenneth W. James is an American voice actor best known for portraying Bowser (King Koopa) in various Nintendo Mario video games and related media.
-
E.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
- 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: Kenneth W. Spence Triple: [Clark L. Hull, influenced, Kenneth W. Spence]
Generated description
Kenneth W. Spence was an American psychologist known for his influential work in learning theory and behaviorism, particularly in extending and refining Clark L. Hull’s theoretical framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenneth W. Spence Target entity description: Kenneth W. Spence was an American psychologist known for his influential work in learning theory and behaviorism, particularly in extending and refining Clark L. Hull’s theoretical framework.
-
A.
Kenneth V. Jones
Kenneth V. Jones was a British composer best known for his film and television scores in the mid-20th century.
-
B.
Timothy N. Spence
Timothy N. Spence is an American banking executive who serves as the chief executive officer of Fifth Third Bancorp, a major regional financial services company based in the United States.
-
C.
Ronald I. Spiers
Ronald I. Spiers was an American diplomat and government official who held several senior positions in the U.S. State Department and foreign service during the Cold War era.
-
D.
Kenneth W. James
Kenneth W. James is an American voice actor best known for portraying Bowser (King Koopa) in various Nintendo Mario video games and related media.
-
E.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531afcbc8190bd5364700008f6d8 |
completed | April 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9ea620f08190971672a93a2088d1 |
completed | May 18, 2026, 5:07 a.m. |
| NEDg | Description generation | batch_6a0a9f68713081908ac4878d8792eb19 |
completed | May 18, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a9fd1b6e4819093cc7c68f0229102 |
completed | May 18, 2026, 5:12 a.m. |
Created at: April 10, 2026, 1:48 p.m.