Triple
T23125623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seymour Martin Lipset |
E577019
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
James S. Coleman
James S. Coleman was an influential American sociologist known for his work on social theory, education, and the study of social capital.
|
E1571006
|
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: James S. Coleman | Statement: [Seymour Martin Lipset, coAuthorWith, James S. Coleman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James S. Coleman Context triple: [Seymour Martin Lipset, coAuthorWith, James S. Coleman]
-
A.
Norman H. Nie
Norman H. Nie was an American political scientist and social researcher best known as a co-creator of the SPSS statistical software and for his influential work on political participation and survey research.
-
B.
Neil J. Smelser
Neil J. Smelser was an influential American sociologist known for his work on social theory, economic sociology, and collective behavior.
-
C.
Philip Hirschi
Philip Hirschi is a cellist and musician best known for his work with the pioneering jazz fusion group Mahavishnu Orchestra.
-
D.
Robert Cox Merton
Robert Cox Merton is an American economist and Nobel laureate renowned for his pioneering work in financial economics, particularly the development of the Black–Scholes–Merton option pricing model.
-
E.
Cary Middlecoff
Cary Middlecoff was a prominent American professional golfer of the mid-20th century who won multiple major championships, including the U.S. Open and the Masters.
- 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: James S. Coleman Triple: [Seymour Martin Lipset, coAuthorWith, James S. Coleman]
Generated description
James S. Coleman was an influential American sociologist known for his work on social theory, education, and the study of social capital.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James S. Coleman Target entity description: James S. Coleman was an influential American sociologist known for his work on social theory, education, and the study of social capital.
-
A.
Norman H. Nie
Norman H. Nie was an American political scientist and social researcher best known as a co-creator of the SPSS statistical software and for his influential work on political participation and survey research.
-
B.
Neil J. Smelser
Neil J. Smelser was an influential American sociologist known for his work on social theory, economic sociology, and collective behavior.
-
C.
Philip Hirschi
Philip Hirschi is a cellist and musician best known for his work with the pioneering jazz fusion group Mahavishnu Orchestra.
-
D.
Robert Cox Merton
Robert Cox Merton is an American economist and Nobel laureate renowned for his pioneering work in financial economics, particularly the development of the Black–Scholes–Merton option pricing model.
-
E.
Cary Middlecoff
Cary Middlecoff was a prominent American professional golfer of the mid-20th century who won multiple major championships, including the U.S. Open and the Masters.
- 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_69e245f7b0e481909c473ff4e6a54e2c |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e53ac288190b27fe8064fb576c2 |
completed | April 29, 2026, 4:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c23f444d08190aa7fd967fc9c1d0a |
completed | May 19, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_6a0c271f3c24819093f04fc69ae90160 |
completed | May 19, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c27e86440819089fae3350b29d722 |
completed | May 19, 2026, 9:05 a.m. |
Created at: April 17, 2026, 3:59 p.m.