Triple
T13975481
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chickasha, Oklahoma |
E336176
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Chickasha Public Library
Chickasha Public Library is the main public library serving the residents of Chickasha, Oklahoma with lending materials, community programs, and information services.
|
E1072697
|
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: Chickasha Public Library | Statement: [Chickasha, Oklahoma, hasPublicLibrary, Chickasha Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chickasha Public Library Context triple: [Chickasha, Oklahoma, hasPublicLibrary, Chickasha Public Library]
-
A.
Guymon Public Library
Guymon Public Library is the main public library serving the residents of Guymon, Oklahoma with books, media, and community programs.
-
B.
Osage Public Library
Osage Public Library is the main public library serving the residents of Osage, Iowa, providing access to books, media, and community programs.
-
C.
Cherokee Public Library
Cherokee Public Library is a community library in Cherokee, Iowa, providing local residents with access to books, information resources, and public programs.
-
D.
Crowell Public Library
Crowell Public Library is the main public library serving the community of San Marino, California, offering lending services, programs, and resources to local residents.
-
E.
Shawnee Public Library
Shawnee Public Library is a community public library serving the residents of Shawnee, Oklahoma with access to books, digital resources, 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: Chickasha Public Library Triple: [Chickasha, Oklahoma, hasPublicLibrary, Chickasha Public Library]
Generated description
Chickasha Public Library is the main public library serving the residents of Chickasha, Oklahoma with lending materials, community programs, and information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chickasha Public Library Target entity description: Chickasha Public Library is the main public library serving the residents of Chickasha, Oklahoma with lending materials, community programs, and information services.
-
A.
Guymon Public Library
Guymon Public Library is the main public library serving the residents of Guymon, Oklahoma with books, media, and community programs.
-
B.
Osage Public Library
Osage Public Library is the main public library serving the residents of Osage, Iowa, providing access to books, media, and community programs.
-
C.
Cherokee Public Library
Cherokee Public Library is a community library in Cherokee, Iowa, providing local residents with access to books, information resources, and public programs.
-
D.
Crowell Public Library
Crowell Public Library is the main public library serving the community of San Marino, California, offering lending services, programs, and resources to local residents.
-
E.
Shawnee Public Library
Shawnee Public Library is a community public library serving the residents of Shawnee, Oklahoma with access to books, digital resources, 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_69d81c639e808190a0e4b4f3d31c6a59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e90dc148190b38e339aac0de484 |
completed | April 14, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1e1eb108190b3c0739b94556172 |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba5bff3b88190b5fcf3834e419b72 |
completed | May 6, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba9af1e0c81908d4013410e76535a |
completed | May 6, 2026, 8:50 p.m. |
Created at: April 9, 2026, 10:18 p.m.