Triple
T6860999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Reading |
E158275
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Flint Memorial Library
Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
|
E624349
|
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: Flint Memorial Library | Statement: [North Reading, hasLibrary, Flint Memorial Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flint Memorial Library Context triple: [North Reading, hasLibrary, Flint Memorial Library]
-
A.
Thompson Memorial Library
Thompson Memorial Library is the main academic library at Vassar College, known for its Collegiate Gothic architecture and extensive research collections.
-
B.
Flint Cultural Center
The Flint Cultural Center is a prominent arts and education campus in Flint, Michigan, housing major institutions such as museums, theaters, and performance venues.
-
C.
Detroit Public Library
The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
-
D.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
-
E.
Allen Park Public Library
Allen Park Public Library is the main public library serving the residents of Allen Park, Michigan with lending materials, community programs, and information services.
- 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: Flint Memorial Library Triple: [North Reading, hasLibrary, Flint Memorial Library]
Generated description
Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flint Memorial Library Target entity description: Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
-
A.
Thompson Memorial Library
Thompson Memorial Library is the main academic library at Vassar College, known for its Collegiate Gothic architecture and extensive research collections.
-
B.
Flint Cultural Center
The Flint Cultural Center is a prominent arts and education campus in Flint, Michigan, housing major institutions such as museums, theaters, and performance venues.
-
C.
Detroit Public Library
The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
-
D.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
-
E.
Allen Park Public Library
Allen Park Public Library is the main public library serving the residents of Allen Park, Michigan with lending materials, community programs, and information services.
- 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_69c68830cdbc8190a8301c7a9d9f651a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d88659c8819084916663219a8198 |
completed | March 27, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fed3e788190b2b68fc93173f73e |
completed | March 28, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c7361177ac8190b1e06cb15d258d0f |
completed | March 28, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7381015a081909f9b32732f826d2c |
completed | March 28, 2026, 2:08 a.m. |
Created at: March 27, 2026, 2:21 p.m.