Triple
T1206602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IQSS |
E25902
|
entity |
| Predicate | hasUnit |
P35
|
FINISHED |
| Object |
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.
|
E137808
|
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: Program on Survey Research | Statement: [IQSS, hasUnit, Program on Survey Research]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Program on Survey Research Context triple: [IQSS, hasUnit, Program on Survey Research]
-
A.
Behavioral and Social Research Program
The Behavioral and Social Research Program is a National Institute on Aging initiative that supports research on how behavioral, psychological, social, and economic factors influence aging and health across the lifespan.
-
B.
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.
-
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.
School of Applied Social Studies
The School of Applied Social Studies is an academic unit of Robert Gordon University specializing in professional education and research in fields such as social work, social care, and related social sciences.
-
E.
Surveys 360
Surveys 360 is an enterprise-level online survey and market research tool within Google’s marketing and analytics ecosystem, designed to help businesses gather and analyze customer insights at scale.
- 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: Program on Survey Research Triple: [IQSS, hasUnit, Program on Survey Research]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Program on Survey Research Target entity description: 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.
-
A.
Behavioral and Social Research Program
The Behavioral and Social Research Program is a National Institute on Aging initiative that supports research on how behavioral, psychological, social, and economic factors influence aging and health across the lifespan.
-
B.
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.
-
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.
School of Applied Social Studies
The School of Applied Social Studies is an academic unit of Robert Gordon University specializing in professional education and research in fields such as social work, social care, and related social sciences.
-
E.
Surveys 360
Surveys 360 is an enterprise-level online survey and market research tool within Google’s marketing and analytics ecosystem, designed to help businesses gather and analyze customer insights at scale.
- 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdc314c88190b1b5953834bfce7b |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f3f4c508190bdc3d436d393daf9 |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fc59a488190adbdf156aaff8c03 |
completed | March 7, 2026, 7:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac806a6d748190acc5cdfa8fb90a64 |
completed | March 7, 2026, 7:45 p.m. |
Created at: March 1, 2026, 7:46 p.m.