Triple
T11102068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ferris State University |
E262534
|
entity |
| Predicate | hasAcademicDivision |
P50
|
FINISHED |
| Object |
College of Education and Human Services
The College of Education and Human Services is an academic division that prepares students for careers in teaching, counseling, social services, and related human-centered professions.
|
E585888
|
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 Education and Human Services | Statement: [Ferris State University, hasAcademicDivision, College of Education and Human Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: College of Education and Human Services Context triple: [Ferris State University, hasAcademicDivision, College of Education and Human Services]
-
A.
College of Education and Human Services
The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.
-
B.
College of Education and Human Services
The College of Education and Human Services is an academic division of Texas A&M University–Commerce that prepares students for careers in teaching, counseling, social services, and related helping professions.
-
C.
College of Education and Human Services
The College of Education and Human Services is an academic division of Abilene Christian University that prepares students for careers in teaching, counseling, social services, and related helping professions.
-
D.
College of Education and Human Services
The College of Education and Human Services is an academic division of Murray State University that prepares students for careers in teaching, counseling, social services, and related helping professions.
-
E.
College of Education and Human Services
The College of Education and Human Services is an academic division of Western Illinois University that prepares students for careers in teaching, counseling, social services, and related human-centered professions.
- 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 Education and Human Services Triple: [Ferris State University, hasAcademicDivision, College of Education and Human Services]
Generated description
The College of Education and Human Services is an academic division that prepares students for careers in teaching, counseling, social services, and related human-centered professions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: College of Education and Human Services Target entity description: The College of Education and Human Services is an academic division that prepares students for careers in teaching, counseling, social services, and related human-centered professions.
-
A.
College of Education and Human Services
The College of Education and Human Services is an academic unit at the University of North Florida that prepares students for careers in teaching, counseling, and other human service professions.
-
B.
College of Education and Human Services
The College of Education and Human Services is an academic division of Murray State University that prepares students for careers in teaching, counseling, social services, and related helping professions.
-
C.
College of Education and Human Services
The College of Education and Human Services is an academic division of Texas A&M University–Commerce that prepares students for careers in teaching, counseling, social services, and related helping professions.
-
D.
College of Education and Human Services
chosen
The College of Education and Human Services is an academic division of Western Illinois University that prepares students for careers in teaching, counseling, social services, and related human-centered professions.
-
E.
College of Education and Human Services
The College of Education and Human Services is an academic division of Abilene Christian University that prepares students for careers in teaching, counseling, social services, and related helping professions.
- F. None of above.
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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79a2c30a481908c45020c37caebe4 |
completed | April 9, 2026, 12:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d6d03788190acc9748a3ba0d0ab |
completed | April 19, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69e42f3dd02c8190b40bc692c24b2ff4 |
completed | April 19, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4375eaf448190a17f8df1e83145e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:27 p.m.