Triple
T1510635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UC Berkeley Library |
E32003
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Social Research Library
The Social Research Library is a specialized branch of the UC Berkeley Library system that supports scholarship in the social sciences with focused collections and research services.
|
E172375
|
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: Social Research Library | Statement: [UC Berkeley Library, hasComponent, Social Research Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Research Library Context triple: [UC Berkeley Library, hasComponent, Social Research Library]
-
A.
Program on Survey Research
The Program on Survey Research is a Harvard-based initiative that supports and advances high-quality survey methodology, education, and research across the social sciences.
-
B.
Designing Social Inquiry
Designing Social Inquiry is an influential methodological book in political science that sets out a unified framework for conducting rigorous qualitative and quantitative research in the social sciences.
-
C.
Institute for Social Research
The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
-
D.
American National Election Studies
The American National Election Studies is a long-running, authoritative research program that conducts in-depth surveys of U.S. voters to analyze political attitudes, behavior, and electoral outcomes.
-
E.
American Association for Public Opinion Research
The American Association for Public Opinion Research is a leading professional organization that advances the science and practice of survey research and public opinion measurement in the United States.
- 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: Social Research Library Triple: [UC Berkeley Library, hasComponent, Social Research Library]
Generated description
The Social Research Library is a specialized branch of the UC Berkeley Library system that supports scholarship in the social sciences with focused collections and research services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Research Library Target entity description: The Social Research Library is a specialized branch of the UC Berkeley Library system that supports scholarship in the social sciences with focused collections and research services.
-
A.
Program on Survey Research
The Program on Survey Research is a Harvard-based initiative that supports and advances high-quality survey methodology, education, and research across the social sciences.
-
B.
Designing Social Inquiry
Designing Social Inquiry is an influential methodological book in political science that sets out a unified framework for conducting rigorous qualitative and quantitative research in the social sciences.
-
C.
Institute for Social Research
The Institute for Social Research is a German academic center best known as the home of the Frankfurt School, where critical theorists such as Herbert Marcuse developed influential Marxist and social philosophy.
-
D.
American National Election Studies
The American National Election Studies is a long-running, authoritative research program that conducts in-depth surveys of U.S. voters to analyze political attitudes, behavior, and electoral outcomes.
-
E.
American Association for Public Opinion Research
The American Association for Public Opinion Research is a leading professional organization that advances the science and practice of survey research and public opinion measurement in the United States.
- 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a907d4edd48190a03c85e1a0cc02b1 |
completed | March 5, 2026, 4:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad233e6e748190929b3f339cc9bd4b |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad23e279e88190ae341af34ea98487 |
completed | March 8, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad24f7d8b081909241ab3995172f4d |
completed | March 8, 2026, 7:27 a.m. |
Created at: March 4, 2026, 7:26 p.m.