Triple
T13139987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hebei Normal University |
E312185
|
entity |
| Predicate | hasAcademicUnit |
P1488
|
FINISHED |
| Object |
School of Liberal Arts
The School of Liberal Arts at Hebei Normal University is an academic unit focused on humanities disciplines such as language, literature, and related cultural studies.
|
E1024776
|
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: School of Liberal Arts | Statement: [Hebei Normal University, hasAcademicUnit, School of Liberal Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Liberal Arts Context triple: [Hebei Normal University, hasAcademicUnit, School of Liberal Arts]
-
A.
School of Liberal Arts
The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
-
B.
School of Liberal Arts
The School of Liberal Arts is a primary academic division of Tulane University that focuses on humanities, social sciences, and fine arts education and research.
-
C.
School of Liberal Arts
The School of Liberal Arts at Siena College is an academic division that offers programs in the humanities and social sciences, emphasizing critical thinking, ethical inquiry, and a broad-based liberal education.
-
D.
School of Liberal Arts
The School of Liberal Arts at Manhattan College is an academic division offering undergraduate and graduate programs in the humanities, social sciences, and related liberal arts disciplines.
-
E.
School of Liberal Arts and Education
The School of Liberal Arts and Education is an academic division of Hampton University that offers programs in the humanities, social sciences, and teacher education.
- 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: School of Liberal Arts Triple: [Hebei Normal University, hasAcademicUnit, School of Liberal Arts]
Generated description
The School of Liberal Arts at Hebei Normal University is an academic unit focused on humanities disciplines such as language, literature, and related cultural studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Liberal Arts Target entity description: The School of Liberal Arts at Hebei Normal University is an academic unit focused on humanities disciplines such as language, literature, and related cultural studies.
-
A.
School of Liberal Arts
The School of Liberal Arts is an academic division of Marist College that provides undergraduate and graduate programs in the humanities and social sciences.
-
B.
School of Liberal Arts
The School of Liberal Arts is a primary academic division of Tulane University that focuses on humanities, social sciences, and fine arts education and research.
-
C.
School of Liberal Arts
The School of Liberal Arts at Siena College is an academic division that offers programs in the humanities and social sciences, emphasizing critical thinking, ethical inquiry, and a broad-based liberal education.
-
D.
School of Liberal Arts
The School of Liberal Arts at Manhattan College is an academic division offering undergraduate and graduate programs in the humanities, social sciences, and related liberal arts disciplines.
-
E.
School of Liberal Arts and Education
The School of Liberal Arts and Education is an academic division of Hampton University that offers programs in the humanities, social sciences, and teacher education.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d981b6a4348190b9922ed255759078 |
completed | April 10, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eae2c3848190b062fa8da7dc8a92 |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6f01e9c488190ad52280903c074da |
completed | May 3, 2026, 6:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f0e5f94c81908f4707913dc5dc92 |
completed | May 3, 2026, 6:53 a.m. |
Created at: April 9, 2026, 9:09 p.m.