Triple
T17966420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chatham, Illinois |
E449219
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Chatham Area Public Library District
The Chatham Area Public Library District is a community library system serving residents of Chatham, Illinois, with access to books, digital resources, and educational programs.
|
E1299440
|
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: Chatham Area Public Library District | Statement: [Chatham, Illinois, hasPublicLibrary, Chatham Area Public Library District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chatham Area Public Library District Context triple: [Chatham, Illinois, hasPublicLibrary, Chatham Area Public Library District]
-
A.
Chatham Public Library
Chatham Public Library is a community library in Chatham, New York, providing local residents with access to books, media, and educational resources.
-
B.
Sandwich Public Library District
Sandwich Public Library District is the public library system serving the residents of Sandwich, Illinois and the surrounding community with books, media, and educational services.
-
C.
Minuteman Library Network
Minuteman Library Network is a consortium of public and academic libraries in the Greater Boston area of Massachusetts that share resources, catalogs, and services for their patrons.
-
D.
Peninsula Library System
The Peninsula Library System is a cooperative network of public libraries in the San Francisco Peninsula region that share resources, services, and access for their communities.
-
E.
Anderson Public Library
Anderson Public Library is a public library system serving the residents of Anderson, Indiana, by providing access to books, digital resources, and community 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: Chatham Area Public Library District Triple: [Chatham, Illinois, hasPublicLibrary, Chatham Area Public Library District]
Generated description
The Chatham Area Public Library District is a community library system serving residents of Chatham, Illinois, with access to books, digital resources, and educational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chatham Area Public Library District Target entity description: The Chatham Area Public Library District is a community library system serving residents of Chatham, Illinois, with access to books, digital resources, and educational programs.
-
A.
Chatham Public Library
Chatham Public Library is a community library in Chatham, New York, providing local residents with access to books, media, and educational resources.
-
B.
Sandwich Public Library District
Sandwich Public Library District is the public library system serving the residents of Sandwich, Illinois and the surrounding community with books, media, and educational services.
-
C.
Minuteman Library Network
Minuteman Library Network is a consortium of public and academic libraries in the Greater Boston area of Massachusetts that share resources, catalogs, and services for their patrons.
-
D.
Peninsula Library System
The Peninsula Library System is a cooperative network of public libraries in the San Francisco Peninsula region that share resources, services, and access for their communities.
-
E.
Anderson Public Library
Anderson Public Library is a public library system serving the residents of Anderson, Indiana, by providing access to books, digital resources, and community 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_69d8b9f9927c8190a006110c8b996e61 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4b1380960819089a3c0dd7cd57e5e |
completed | April 19, 2026, 10:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0330120d1881908801112f9f400cd0 |
completed | May 12, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a0333edd0188190aa87c462813527a6 |
completed | May 12, 2026, 2:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03347520ac8190b0b1ebfa122bfbf0 |
completed | May 12, 2026, 2:08 p.m. |
Created at: April 10, 2026, 10:22 a.m.