Triple
T8629579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walkerton, Indiana |
E204365
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Walkerton-Lincoln Township Public Library
Walkerton-Lincoln Township Public Library is a community public library serving residents of Walkerton and Lincoln Township in Indiana with access to books, media, and local programs.
|
E746854
|
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: Walkerton-Lincoln Township Public Library | Statement: [Walkerton, Indiana, hasLibrary, Walkerton-Lincoln Township Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walkerton-Lincoln Township Public Library Context triple: [Walkerton, Indiana, hasLibrary, Walkerton-Lincoln Township Public Library]
-
A.
Wheatland Township Library
Wheatland Township Library is a public library serving the residents of Wheatland Township and the surrounding Mecosta County community in Michigan.
-
B.
North Liberty Community Library
North Liberty Community Library is a public library serving the residents of North Liberty, Iowa with lending materials, programs, and community services.
-
C.
Elkhart Public Library
Elkhart Public Library is the main public library system serving the residents of Elkhart, Indiana with lending, research, and community programs.
-
D.
Redford Township District Library
Redford Township District Library is the main public library serving the residents of Redford Township, Michigan with lending, educational, and community services.
-
E.
Peters Township Public Library
Peters Township Public Library is a community public library in Peters Township, Pennsylvania, offering lending services, educational programs, and resources for local residents.
- 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: Walkerton-Lincoln Township Public Library Triple: [Walkerton, Indiana, hasLibrary, Walkerton-Lincoln Township Public Library]
Generated description
Walkerton-Lincoln Township Public Library is a community public library serving residents of Walkerton and Lincoln Township in Indiana with access to books, media, and local programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walkerton-Lincoln Township Public Library Target entity description: Walkerton-Lincoln Township Public Library is a community public library serving residents of Walkerton and Lincoln Township in Indiana with access to books, media, and local programs.
-
A.
Wheatland Township Library
Wheatland Township Library is a public library serving the residents of Wheatland Township and the surrounding Mecosta County community in Michigan.
-
B.
North Liberty Community Library
North Liberty Community Library is a public library serving the residents of North Liberty, Iowa with lending materials, programs, and community services.
-
C.
Elkhart Public Library
Elkhart Public Library is the main public library system serving the residents of Elkhart, Indiana with lending, research, and community programs.
-
D.
Redford Township District Library
Redford Township District Library is the main public library serving the residents of Redford Township, Michigan with lending, educational, and community services.
-
E.
Peters Township Public Library
Peters Township Public Library is a community public library in Peters Township, Pennsylvania, offering lending services, educational programs, and resources for local residents.
- 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_69ca834a4ea0819094970dceb9e389f3 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc47406efc8190b559c68764b7455d |
completed | March 31, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cebc0acf508190a090fb1edf9420d2 |
completed | April 2, 2026, 6:57 p.m. |
| NEDg | Description generation | batch_69cebcc22d208190801b4ec58614dfcb |
completed | April 2, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cebdf3f288819088d83165c741d092 |
completed | April 2, 2026, 7:05 p.m. |
Created at: March 30, 2026, 6:27 p.m.