Triple
T18391518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Camden, Arkansas |
E449738
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Ouachita County Public Library
The Ouachita County Public Library is a community library system serving residents of Camden and the surrounding Ouachita County area in Arkansas with books, media, and public programs.
|
E1322542
|
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: Ouachita County Public Library | Statement: [Camden, Arkansas, hasLibrary, Ouachita County Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ouachita County Public Library Context triple: [Camden, Arkansas, hasLibrary, Ouachita County Public Library]
-
A.
Ouachita Parish Public Library
The Ouachita Parish Public Library is the public library system serving residents of Ouachita Parish, Louisiana, providing access to books, digital resources, and community programs through multiple branch locations.
-
B.
Bates County Public Library
Bates County Public Library is the public library system serving residents of Bates County, Missouri, providing access to books, digital resources, and community programs.
-
C.
Laurel County Public Library
Laurel County Public Library is the main public library system serving residents of Laurel County and the city of London, Kentucky, by providing access to books, digital resources, and community programs.
-
D.
Wakulla County Public Library System
The Wakulla County Public Library System is the public library network serving residents of Wakulla County, Florida, providing access to books, digital resources, and community programs.
-
E.
Lonoke Public Library
Lonoke Public Library is a community library in Lonoke, Arkansas that provides local residents with access to books, media, and educational resources.
- 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: Ouachita County Public Library Triple: [Camden, Arkansas, hasLibrary, Ouachita County Public Library]
Generated description
The Ouachita County Public Library is a community library system serving residents of Camden and the surrounding Ouachita County area in Arkansas with books, media, and public programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ouachita County Public Library Target entity description: The Ouachita County Public Library is a community library system serving residents of Camden and the surrounding Ouachita County area in Arkansas with books, media, and public programs.
-
A.
Ouachita Parish Public Library
The Ouachita Parish Public Library is the public library system serving residents of Ouachita Parish, Louisiana, providing access to books, digital resources, and community programs through multiple branch locations.
-
B.
Bates County Public Library
Bates County Public Library is the public library system serving residents of Bates County, Missouri, providing access to books, digital resources, and community programs.
-
C.
Laurel County Public Library
Laurel County Public Library is the main public library system serving residents of Laurel County and the city of London, Kentucky, by providing access to books, digital resources, and community programs.
-
D.
Wakulla County Public Library System
The Wakulla County Public Library System is the public library network serving residents of Wakulla County, Florida, providing access to books, digital resources, and community programs.
-
E.
Lonoke Public Library
Lonoke Public Library is a community library in Lonoke, Arkansas that provides local residents with access to books, media, and educational resources.
- 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_69d8b9fab8a8819086a9ddc0871715e0 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e518422e488190bd06fad72efa1641 |
completed | April 19, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03e23eac3081909deb4a491da08bac |
completed | May 13, 2026, 2:30 a.m. |
| NEDg | Description generation | batch_6a03e46859d481909c2738b6f47ea7b3 |
completed | May 13, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03e4b743688190a582fef43f7b1956 |
completed | May 13, 2026, 2:40 a.m. |
Created at: April 10, 2026, 10:46 a.m.