Triple
T4358012
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forrest City, Arkansas |
E98596
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Forrest City Public Library
Forrest City Public Library is the main public library serving the residents of Forrest City, Arkansas with access to books, information resources, and community programs.
|
E432955
|
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: Forrest City Public Library | Statement: [Forrest City, Arkansas, hasPublicLibrary, Forrest City Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forrest City Public Library Context triple: [Forrest City, Arkansas, hasPublicLibrary, Forrest City Public Library]
-
A.
Woodson Regional Library
Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
-
B.
Woodford County Library
Woodford County Library is the public library system serving residents of Woodford County, Kentucky, including the city of Versailles.
-
C.
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.
-
D.
Holly Springs Community Library
Holly Springs Community Library is a public library serving the residents of Holly Springs, North Carolina with lending materials, programs, and community services.
-
E.
Fayetteville Public Library
Fayetteville Public Library is a major public library and community hub in Fayetteville, Arkansas, offering extensive collections, educational programs, and cultural events for residents.
- 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: Forrest City Public Library Triple: [Forrest City, Arkansas, hasPublicLibrary, Forrest City Public Library]
Generated description
Forrest City Public Library is the main public library serving the residents of Forrest City, Arkansas with access to books, information resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forrest City Public Library Target entity description: Forrest City Public Library is the main public library serving the residents of Forrest City, Arkansas with access to books, information resources, and community programs.
-
A.
Woodson Regional Library
Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
-
B.
Woodford County Library
Woodford County Library is the public library system serving residents of Woodford County, Kentucky, including the city of Versailles.
-
C.
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.
-
D.
Holly Springs Community Library
Holly Springs Community Library is a public library serving the residents of Holly Springs, North Carolina with lending materials, programs, and community services.
-
E.
Fayetteville Public Library
Fayetteville Public Library is a major public library and community hub in Fayetteville, Arkansas, offering extensive collections, educational programs, and cultural events for residents.
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351c7fa1881908bdc844a7142eb65 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbbcb6188190a8a4da6a080f0d61 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc7763488190b056ba759ac9fa73 |
completed | March 14, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dd07854c8190ac55586d245028a6 |
completed | March 14, 2026, 10:11 p.m. |
Created at: March 12, 2026, 11:16 p.m.