Triple
T5552431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Redford Township, Michigan |
E145557
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Redford Township District Library
Redford Township District Library is the main public library serving the residents of Redford Township, Michigan with lending, educational, and community services.
|
E530163
|
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: Redford Township District Library | Statement: [Redford Township, Michigan, hasPublicLibrary, Redford Township District Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Redford Township District Library Context triple: [Redford Township, Michigan, hasPublicLibrary, Redford Township District Library]
-
A.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
B.
Greenfield Public Library
Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
-
C.
Winfield Public Library
Winfield Public Library is the community library serving residents of Winfield, Illinois with books, media, and public programs.
-
D.
Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
-
E.
Wheatland Township Library
Wheatland Township Library is a public library serving the residents of Wheatland Township and the surrounding Mecosta County community in Michigan.
- 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: Redford Township District Library Triple: [Redford Township, Michigan, hasPublicLibrary, Redford Township District Library]
Generated description
Redford Township District Library is the main public library serving the residents of Redford Township, Michigan with lending, educational, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Redford Township District Library Target entity description: Redford Township District Library is the main public library serving the residents of Redford Township, Michigan with lending, educational, and community services.
-
A.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
B.
Greenfield Public Library
Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
-
C.
Winfield Public Library
Winfield Public Library is the community library serving residents of Winfield, Illinois with books, media, and public programs.
-
D.
Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
-
E.
Wheatland Township Library
Wheatland Township Library is a public library serving the residents of Wheatland Township and the surrounding Mecosta County community in Michigan.
- 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_69c008fb879c81909f5bfa56fadc1d46 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01ff872bc81908e14776f7ba4154e |
completed | March 22, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0283878d88190ac60064e604aa002 |
completed | March 22, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c0407824dc81908bc6a9662e0dbe7a |
completed | March 22, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04141ea408190aba1463d56ad6b7d |
completed | March 22, 2026, 7:21 p.m. |
Created at: March 22, 2026, 3:35 p.m.