Triple
T16688118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harwood Heights, Illinois |
E405518
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Norridge-Harwood Heights Public Library District
The Norridge-Harwood Heights Public Library District is a community library system serving the residents of Norridge and Harwood Heights, Illinois with lending materials, educational programs, and public services.
|
E1228394
|
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: Norridge-Harwood Heights Public Library District | Statement: [Harwood Heights, Illinois, hasPublicLibrary, Norridge-Harwood Heights Public Library District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Norridge-Harwood Heights Public Library District Context triple: [Harwood Heights, Illinois, hasPublicLibrary, Norridge-Harwood Heights Public Library District]
-
A.
Winnetka-Northfield Public Library District
Winnetka-Northfield Public Library District is a public library system serving the communities of Winnetka and Northfield, Illinois, providing access to books, digital resources, and community programs.
-
B.
Lincolnwood Public Library District
Lincolnwood Public Library District is the public library system serving the residents of Lincolnwood, Illinois, providing access to books, digital resources, and community programs.
-
C.
Northbrook Public Library
Northbrook Public Library is the main public library serving the residents of Northbrook, Illinois, offering lending materials, programs, and community services.
-
D.
Arlington Heights Memorial Library
Arlington Heights Memorial Library is the public library serving the community of Arlington Heights, Illinois, providing access to books, digital resources, and educational programs.
-
E.
Palos Heights Public Library
Palos Heights Public Library is a community library in Palos Heights, Illinois, offering books, digital resources, and educational programs to local 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: Norridge-Harwood Heights Public Library District Triple: [Harwood Heights, Illinois, hasPublicLibrary, Norridge-Harwood Heights Public Library District]
Generated description
The Norridge-Harwood Heights Public Library District is a community library system serving the residents of Norridge and Harwood Heights, Illinois with lending materials, educational programs, and public services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Norridge-Harwood Heights Public Library District Target entity description: The Norridge-Harwood Heights Public Library District is a community library system serving the residents of Norridge and Harwood Heights, Illinois with lending materials, educational programs, and public services.
-
A.
Winnetka-Northfield Public Library District
Winnetka-Northfield Public Library District is a public library system serving the communities of Winnetka and Northfield, Illinois, providing access to books, digital resources, and community programs.
-
B.
Lincolnwood Public Library District
Lincolnwood Public Library District is the public library system serving the residents of Lincolnwood, Illinois, providing access to books, digital resources, and community programs.
-
C.
Northbrook Public Library
Northbrook Public Library is the main public library serving the residents of Northbrook, Illinois, offering lending materials, programs, and community services.
-
D.
Arlington Heights Memorial Library
Arlington Heights Memorial Library is the public library serving the community of Arlington Heights, Illinois, providing access to books, digital resources, and educational programs.
-
E.
Palos Heights Public Library
Palos Heights Public Library is a community library in Palos Heights, Illinois, offering books, digital resources, and educational programs to local 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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37ea75df481909a7ebb9b2a9d0afd |
completed | April 18, 2026, 12:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a45af7c8190bfe09dd0e0573573 |
completed | May 10, 2026, 1:38 p.m. |
| NEDg | Description generation | batch_6a008b41a1648190bd1c2268c8a80ee2 |
completed | May 10, 2026, 1:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a008c2bcac48190801ba34fde104a8a |
completed | May 10, 2026, 1:46 p.m. |
Created at: April 10, 2026, 5:19 a.m.