Triple
T9160668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bedford, Iowa |
E219811
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Bedford Public Library
Bedford Public Library is a community library in Bedford, Iowa, providing local residents with access to books, media, and public information services.
|
E782614
|
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: Bedford Public Library | Statement: [Bedford, Iowa, hasPublicLibrary, Bedford Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bedford Public Library Context triple: [Bedford, Iowa, hasPublicLibrary, Bedford Public Library]
-
A.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, Indiana, providing access to books, digital resources, and community programs.
-
B.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, New Hampshire with lending materials, programs, and community services.
-
C.
Bedford Public Library
Bedford Public Library is the main public library serving the community of Bedford, Texas, providing access to books, digital resources, and community programs.
-
D.
Bedford Free Public Library
Bedford Free Public Library is the public library serving the town of Bedford, Massachusetts, providing residents with access to books, media, programs, and community resources.
-
E.
Bedford Free Library system
The Bedford Free Library system is a public library organization serving the community of Katonah in the town of Bedford, New York, providing access to books, media, and educational 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: Bedford Public Library Triple: [Bedford, Iowa, hasPublicLibrary, Bedford Public Library]
Generated description
Bedford Public Library is a community library in Bedford, Iowa, providing local residents with access to books, media, and public information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bedford Public Library Target entity description: Bedford Public Library is a community library in Bedford, Iowa, providing local residents with access to books, media, and public information services.
-
A.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, Indiana, providing access to books, digital resources, and community programs.
-
B.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, New Hampshire with lending materials, programs, and community services.
-
C.
Bedford Public Library
Bedford Public Library is the main public library serving the community of Bedford, Texas, providing access to books, digital resources, and community programs.
-
D.
Bedford Free Public Library
Bedford Free Public Library is the public library serving the town of Bedford, Massachusetts, providing residents with access to books, media, programs, and community resources.
-
E.
Bedford Free Library system
The Bedford Free Library system is a public library organization serving the community of Katonah in the town of Bedford, New York, providing access to books, media, and educational 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_69ca83e3633c81908688a9fa2306ba99 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccaa2ac0508190b2f5c801c2c26d66 |
completed | April 1, 2026, 5:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0547073cc8190999fe640c7ccd373 |
completed | April 3, 2026, 11:59 p.m. |
| NEDg | Description generation | batch_69d05560d6888190b4faf3406f9ff9f2 |
completed | April 4, 2026, 12:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d059161a1881909ceaaf8b0893dbea |
completed | April 4, 2026, 12:19 a.m. |
Created at: March 30, 2026, 7:21 p.m.