Triple
T20680152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the City of Phoenix |
E508268
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
Phoenix Public Library system
The Phoenix Public Library system is the network of public libraries serving residents of Phoenix, Arizona, providing access to books, digital resources, and community programs.
|
E1444051
|
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: Phoenix Public Library system | Statement: [Government of the City of Phoenix, operates, Phoenix Public Library system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phoenix Public Library system Context triple: [Government of the City of Phoenix, operates, Phoenix Public Library system]
-
A.
Clinton Public Library
Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
-
B.
University City Public Library
University City Public Library is a community-focused public library in University City, Missouri, offering lending services, educational programs, and public resources to local residents.
-
C.
Portales Public Library
Portales Public Library is the main public library serving the residents of Portales, New Mexico with lending materials, community programs, and information services.
-
D.
Fontana Public Library system
The Fontana Public Library system is the network of public libraries serving the city of Fontana, California, providing community access to books, digital resources, and educational programs.
-
E.
Leon Public Library
Leon Public Library is a community library serving the residents of Leon, a small city in southern Iowa.
- 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: Phoenix Public Library system Triple: [Government of the City of Phoenix, operates, Phoenix Public Library system]
Generated description
The Phoenix Public Library system is the network of public libraries serving residents of Phoenix, Arizona, providing access to books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phoenix Public Library system Target entity description: The Phoenix Public Library system is the network of public libraries serving residents of Phoenix, Arizona, providing access to books, digital resources, and community programs.
-
A.
Clinton Public Library
Clinton Public Library is the main public library serving the residents of Clinton, Tennessee with access to books, media, and community programs.
-
B.
University City Public Library
University City Public Library is a community-focused public library in University City, Missouri, offering lending services, educational programs, and public resources to local residents.
-
C.
Portales Public Library
Portales Public Library is the main public library serving the residents of Portales, New Mexico with lending materials, community programs, and information services.
-
D.
Fontana Public Library system
The Fontana Public Library system is the network of public libraries serving the city of Fontana, California, providing community access to books, digital resources, and educational programs.
-
E.
Leon Public Library
Leon Public Library is a community library serving the residents of Leon, a small city in southern Iowa.
- 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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6bea655488190bab168d564d888af |
completed | April 21, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd6cb9f88190a3bdd3d353b78eb0 |
completed | May 16, 2026, 8:02 p.m. |
| NEDg | Description generation | batch_6a08d176c3408190ab1d630fd8da2fc2 |
completed | May 16, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d206e6a081909f76b190c8dbc55d |
completed | May 16, 2026, 8:22 p.m. |
Created at: April 16, 2026, 11:44 a.m.