Triple
T572322
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Massachusetts Amherst |
E13688
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
College of Social and Behavioral Sciences
The College of Social and Behavioral Sciences is an academic division of the University of Massachusetts Amherst that focuses on disciplines such as social sciences, public policy, communication, and related fields.
|
E72471
|
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: College of Social and Behavioral Sciences | Statement: [University of Massachusetts Amherst, hasCollege, College of Social and Behavioral Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Social and Behavioral Sciences Context triple: [University of Massachusetts Amherst, hasCollege, College of Social and Behavioral Sciences]
-
A.
School of Social and Behavioral Sciences
The School of Social and Behavioral Sciences is an academic division at Marist College focused on disciplines such as psychology, social work, criminal justice, and related fields that study human behavior and social systems.
-
B.
Faculty of Social and Behavioural Sciences
The Faculty of Social and Behavioural Sciences is a major academic division of the University of Amsterdam that focuses on research and education in disciplines such as psychology, sociology, anthropology, political science, and related social sciences.
-
C.
Faculty of Social and Behavioural Sciences
The Faculty of Social and Behavioural Sciences is a division of Leiden University that focuses on research and education in disciplines such as psychology, political science, cultural anthropology, and related social sciences.
-
D.
Faculty of Social Sciences
The Faculty of Social Sciences is a major academic unit of Charles University in Prague specializing in disciplines such as sociology, political science, economics, and media studies.
-
E.
Faculty of Social Sciences
The Faculty of Social Sciences at Humboldt University of Berlin is an academic division dedicated to research and teaching in disciplines such as sociology, political science, and related social science fields.
- 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: College of Social and Behavioral Sciences Triple: [University of Massachusetts Amherst, hasCollege, College of Social and Behavioral Sciences]
Generated description
The College of Social and Behavioral Sciences is an academic division of the University of Massachusetts Amherst that focuses on disciplines such as social sciences, public policy, communication, and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Social and Behavioral Sciences Target entity description: The College of Social and Behavioral Sciences is an academic division of the University of Massachusetts Amherst that focuses on disciplines such as social sciences, public policy, communication, and related fields.
-
A.
School of Social and Behavioral Sciences
The School of Social and Behavioral Sciences is an academic division at Marist College focused on disciplines such as psychology, social work, criminal justice, and related fields that study human behavior and social systems.
-
B.
Faculty of Social and Behavioural Sciences
The Faculty of Social and Behavioural Sciences is a major academic division of the University of Amsterdam that focuses on research and education in disciplines such as psychology, sociology, anthropology, political science, and related social sciences.
-
C.
Faculty of Social and Behavioural Sciences
The Faculty of Social and Behavioural Sciences is a division of Leiden University that focuses on research and education in disciplines such as psychology, political science, cultural anthropology, and related social sciences.
-
D.
Faculty of Social Sciences
The Faculty of Social Sciences at Humboldt University of Berlin is an academic division dedicated to research and teaching in disciplines such as sociology, political science, and related social science fields.
-
E.
Faculty of Social Sciences
The Faculty of Social Sciences is an academic division of Pontifical Xavierian University dedicated to teaching and research in disciplines that study society, human behavior, and social structures.
- 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_69a4933fa4d88190a7949cc83c08c5c1 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49b49bad88190bc73d31a317c0ef4 |
completed | March 1, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a501bdb7cc8190922432fe58cfd6cb |
completed | March 2, 2026, 3:19 a.m. |
| NEDg | Description generation | batch_69a503b501388190baed19e781c24b4d |
completed | March 2, 2026, 3:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5077cf14081909478ea1e0fd3eff5 |
completed | March 2, 2026, 3:43 a.m. |
Created at: March 1, 2026, 7:33 p.m.