Triple
T20894370
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milford, Iowa |
E514491
|
entity |
| Predicate | publicLibrary |
P10267
|
FINISHED |
| Object |
Milford Memorial Library
Milford Memorial Library is the public library serving the community of Milford, Iowa, providing local residents with access to books, media, and educational resources.
|
E1456319
|
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: Milford Memorial Library | Statement: [Milford, Iowa, publicLibrary, Milford Memorial Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milford Memorial Library Context triple: [Milford, Iowa, publicLibrary, Milford Memorial Library]
-
A.
Milford Town Library
Milford Town Library is the public library serving the community of Milford, Massachusetts, providing access to books, media, and educational resources for local residents.
-
B.
Milton Public Library
Milton Public Library is the main public library serving the town of Milton, Massachusetts, providing community access to books, media, and educational programs.
-
C.
Lockwood Memorial Library
Lockwood Memorial Library is a major academic library at the University at Buffalo, serving as a central resource for research and study on the North Campus.
-
D.
Medfield Public Library
Medfield Public Library is the public library serving the town of Medfield, Massachusetts, providing community access to books, media, and educational resources.
-
E.
Milltown Public Library
Milltown Public Library is the community library serving residents of Milltown, New Jersey, providing access to books, media, and local programs.
- 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: Milford Memorial Library Triple: [Milford, Iowa, publicLibrary, Milford Memorial Library]
Generated description
Milford Memorial Library is the public library serving the community of Milford, Iowa, providing local residents with access to books, media, and educational resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milford Memorial Library Target entity description: Milford Memorial Library is the public library serving the community of Milford, Iowa, providing local residents with access to books, media, and educational resources.
-
A.
Milford Town Library
Milford Town Library is the public library serving the community of Milford, Massachusetts, providing access to books, media, and educational resources for local residents.
-
B.
Milton Public Library
Milton Public Library is the main public library serving the town of Milton, Massachusetts, providing community access to books, media, and educational programs.
-
C.
Lockwood Memorial Library
Lockwood Memorial Library is a major academic library at the University at Buffalo, serving as a central resource for research and study on the North Campus.
-
D.
Medfield Public Library
Medfield Public Library is the public library serving the town of Medfield, Massachusetts, providing community access to books, media, and educational resources.
-
E.
Milltown Public Library
Milltown Public Library is the community library serving residents of Milltown, New Jersey, providing access to books, media, and local programs.
- 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_69e0b4f7ebe48190952a85547a0f31a1 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6d06129788190b88ab807af4641c1 |
completed | April 21, 2026, 1:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0918cb2a54819090ba3768c51b3e54 |
completed | May 17, 2026, 1:24 a.m. |
| NEDg | Description generation | batch_6a091971e5308190acdf4a65b1e67118 |
completed | May 17, 2026, 1:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0919f58008819097e05a187ed4b3de |
completed | May 17, 2026, 1:29 a.m. |
Created at: April 16, 2026, 12:46 p.m.