Triple
T837895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wake Forest |
E18110
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Wake Forest Community Library
Wake Forest Community Library is a public library serving the town of Wake Forest, North Carolina, offering lending materials, community programs, and access to information resources.
|
E98990
|
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: Wake Forest Community Library | Statement: [Wake Forest, hasLibrary, Wake Forest Community Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Community Library Context triple: [Wake Forest, hasLibrary, Wake Forest Community Library]
-
A.
Chapel Hill Public Library
Chapel Hill Public Library is the main public library serving the residents of Chapel Hill, North Carolina with lending collections, community programs, and information services.
-
B.
Winchester Public Library
Winchester Public Library is the main public library serving the residents of Winchester, Massachusetts with lending materials, programs, and community services.
-
C.
Holly Springs Community Library
Holly Springs Community Library is a public library serving the residents of Holly Springs, North Carolina with lending materials, programs, and community services.
-
D.
James E. Shepard Memorial Library
James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
-
E.
Chinn Park Regional Library
Chinn Park Regional Library is a major public library serving the Woodbridge, Virginia community with extensive collections, programs, and community services.
- 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: Wake Forest Community Library Triple: [Wake Forest, hasLibrary, Wake Forest Community Library]
Generated description
Wake Forest Community Library is a public library serving the town of Wake Forest, North Carolina, offering lending materials, community programs, and access to information resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wake Forest Community Library Target entity description: Wake Forest Community Library is a public library serving the town of Wake Forest, North Carolina, offering lending materials, community programs, and access to information resources.
-
A.
Chapel Hill Public Library
Chapel Hill Public Library is the main public library serving the residents of Chapel Hill, North Carolina with lending collections, community programs, and information services.
-
B.
Winchester Public Library
Winchester Public Library is the main public library serving the residents of Winchester, Massachusetts with lending materials, programs, and community services.
-
C.
Holly Springs Community Library
Holly Springs Community Library is a public library serving the residents of Holly Springs, North Carolina with lending materials, programs, and community services.
-
D.
James E. Shepard Memorial Library
James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
-
E.
Chinn Park Regional Library
Chinn Park Regional Library is a major public library serving the Woodbridge, Virginia community with extensive collections, programs, and community services.
- 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_69a49389f44881909a608fb27d89f247 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abd0e8bc8190afe29cd4745c2f86 |
completed | March 1, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7929624e88190bb7e1c644b8cc52b |
completed | March 4, 2026, 2:01 a.m. |
| NEDg | Description generation | batch_69a793a3fa2481909cfdfd5825ee8e8d |
completed | March 4, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a794261614819089e8d36c7a0a94f1 |
completed | March 4, 2026, 2:08 a.m. |
Created at: March 1, 2026, 7:38 p.m.