Triple
T6407406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Porterville, California |
E127618
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Porterville Public Library
Porterville Public Library is the main public library serving the community of Porterville, California with books, digital resources, and community programs.
|
E591061
|
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: Porterville Public Library | Statement: [Porterville, California, hasLibrary, Porterville Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Porterville Public Library Context triple: [Porterville, California, hasLibrary, Porterville Public Library]
-
A.
Cottonwood Public Library
Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
-
B.
Sierra Madre Public Library
Sierra Madre Public Library is the community library serving the city of Sierra Madre, California, providing residents with access to books, media, and educational programs.
-
C.
Sierra Vista Public Library
Sierra Vista Public Library is the main public library serving the residents of Sierra Vista, Arizona with lending materials, community programs, and information services.
-
D.
Wamego Public Library
Wamego Public Library is a community public library serving the residents of Wamego, Kansas with access to books, media, and local programs.
-
E.
Centerville Public Library
Centerville Public Library is a community library that serves as a central hub for reading, learning, and public programs in the town of Centerville.
- 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: Porterville Public Library Triple: [Porterville, California, hasLibrary, Porterville Public Library]
Generated description
Porterville Public Library is the main public library serving the community of Porterville, California with books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Porterville Public Library Target entity description: Porterville Public Library is the main public library serving the community of Porterville, California with books, digital resources, and community programs.
-
A.
Cottonwood Public Library
Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
-
B.
Sierra Madre Public Library
Sierra Madre Public Library is the community library serving the city of Sierra Madre, California, providing residents with access to books, media, and educational programs.
-
C.
Sierra Vista Public Library
Sierra Vista Public Library is the main public library serving the residents of Sierra Vista, Arizona with lending materials, community programs, and information services.
-
D.
Wamego Public Library
Wamego Public Library is a community public library serving the residents of Wamego, Kansas with access to books, media, and local programs.
-
E.
Centerville Public Library
Centerville Public Library is a community library that serves as a central hub for reading, learning, and public programs in the town of Centerville.
- 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_69c0083723d88190b1e37b19df162c08 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c068ccd804819097b106604372c14a |
completed | March 22, 2026, 10:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638af5450819089d0b68721eaea4d |
completed | March 27, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_69c63b6213a881908c6c87c4672b8f3b |
completed | March 27, 2026, 8:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63c5f7d508190bd263822cea1b782 |
completed | March 27, 2026, 8:14 a.m. |
Created at: March 22, 2026, 4:41 p.m.