Triple
T800039
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hope College |
E17108
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
Social Sciences
Social Sciences is an academic field that studies human society and social relationships through disciplines such as sociology, psychology, economics, political science, and anthropology.
|
E94403
|
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 Sciences | Statement: [Hope College, hasAcademicDivision, Social Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Sciences Context triple: [Hope College, hasAcademicDivision, Social Sciences]
-
A.
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.
-
B.
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.
-
C.
Social Sciences Division
The Social Sciences Division at the University of Chicago is a major academic unit encompassing departments and programs that study human society, behavior, and institutions through disciplines such as economics, political science, sociology, and anthropology.
-
D.
School of Social Sciences
The School of Social Sciences is an academic division within the University of Manchester that focuses on disciplines such as sociology, politics, economics, and related social science fields.
-
E.
School of Social Sciences
The School of Social Sciences at Rice University is an academic division that focuses on disciplines such as economics, political science, sociology, psychology, and related fields to study human behavior and social systems.
- 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 Sciences Triple: [Hope College, hasAcademicDivision, Social Sciences]
Generated description
Social Sciences is an academic field that studies human society and social relationships through disciplines such as sociology, psychology, economics, political science, and anthropology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Sciences Target entity description: Social Sciences is an academic field that studies human society and social relationships through disciplines such as sociology, psychology, economics, political science, and anthropology.
-
A.
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.
-
B.
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.
-
C.
Social Sciences Division
The Social Sciences Division at the University of Chicago is a major academic unit encompassing departments and programs that study human society, behavior, and institutions through disciplines such as economics, political science, sociology, and anthropology.
-
D.
School of Social Sciences
The School of Social Sciences is an academic division within the University of Manchester that focuses on disciplines such as sociology, politics, economics, and related social science fields.
-
E.
School of Social Sciences
The School of Social Sciences at Rice University is an academic division that focuses on disciplines such as economics, political science, sociology, psychology, and related fields to study human behavior and social systems.
- 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_69a49378b9c48190adbf5f62e5b7aca1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a7cb26dc8190bdd3a278b8695873 |
completed | March 1, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a67f01cca881908c1d230048be1225 |
completed | March 3, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_69a6800b410881909d95ab4c3612b501 |
completed | March 3, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a680bbb3bc81909f0c61230238f918 |
completed | March 3, 2026, 6:33 a.m. |
Created at: March 1, 2026, 7:38 p.m.