Triple
T1942032
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sidney Verba |
E41575
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
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.
|
E220841
|
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: Norman H. Nie | Statement: [Sidney Verba, coAuthor, Norman H. Nie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Norman H. Nie Context triple: [Sidney Verba, coAuthor, Norman H. Nie]
-
A.
Robert N. Bellah
Robert N. Bellah was an influential American sociologist of religion best known for his analyses of the moral and religious dimensions of modern society.
-
B.
Talcott Parsons
Talcott Parsons was a prominent American sociologist best known for developing structural functionalism and influential grand theories of social systems and action.
-
C.
Robert Nisbet
Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
-
D.
Gabriel A. Almond
Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
-
E.
Emanuel R. Piore
Emanuel R. Piore was a prominent physicist and research executive known for his influential leadership in industrial research and development, particularly at IBM.
- 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: Norman H. Nie Triple: [Sidney Verba, coAuthor, Norman H. Nie]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Norman H. Nie Target entity description: 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.
-
A.
Robert N. Bellah
Robert N. Bellah was an influential American sociologist of religion best known for his analyses of the moral and religious dimensions of modern society.
-
B.
Talcott Parsons
Talcott Parsons was a prominent American sociologist best known for developing structural functionalism and influential grand theories of social systems and action.
-
C.
Robert Nisbet
Robert Nisbet was a 20th-century American sociologist and conservative social theorist known for his critiques of modern individualism and the erosion of traditional communities and intermediate institutions.
-
D.
Gabriel A. Almond
Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
-
E.
Emanuel R. Piore
Emanuel R. Piore was a prominent physicist and research executive known for his influential leadership in industrial research and development, particularly at IBM.
- 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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb2fc98e881909a539c0ebf842d8b |
completed | March 7, 2026, 5:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbb7616881908bfc82997538ca08 |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc2b6a0c8190a9129dc0a930d1b1 |
completed | March 8, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd3ecb7881909a6692bb58211c2e |
completed | March 8, 2026, 10:50 p.m. |
Created at: March 4, 2026, 7:36 p.m.