Triple
T17812731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muncie |
E444751
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Muncie Public Library
Muncie Public Library is the public library system serving the residents of Muncie, Indiana with books, digital resources, and community programs.
|
E1289661
|
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: Muncie Public Library | Statement: [Muncie, hasLibrary, Muncie Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muncie Public Library Context triple: [Muncie, hasLibrary, Muncie Public Library]
-
A.
Allen County Public Library
Allen County Public Library is the main public library serving the residents of Scottsville and the surrounding Allen County area in Kentucky.
-
B.
Elkhart Public Library
Elkhart Public Library is the main public library system serving the residents of Elkhart, Indiana with lending, research, and community programs.
-
C.
Shawnee Public Library
Shawnee Public Library is a community public library serving the residents of Shawnee, Oklahoma with access to books, digital resources, and local programs.
-
D.
Lincoln Public Library
Lincoln Public Library is the main public library serving the residents of Lincoln, Illinois with lending materials, information services, and community programs.
-
E.
Madison Public Library
Madison Public Library is the public library serving the community of Madison, New Jersey, providing residents with access to books, media, and educational resources.
- 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: Muncie Public Library Triple: [Muncie, hasLibrary, Muncie Public Library]
Generated description
Muncie Public Library is the public library system serving the residents of Muncie, Indiana with books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muncie Public Library Target entity description: Muncie Public Library is the public library system serving the residents of Muncie, Indiana with books, digital resources, and community programs.
-
A.
Allen County Public Library
Allen County Public Library is the main public library serving the residents of Scottsville and the surrounding Allen County area in Kentucky.
-
B.
Elkhart Public Library
Elkhart Public Library is the main public library system serving the residents of Elkhart, Indiana with lending, research, and community programs.
-
C.
Shawnee Public Library
Shawnee Public Library is a community public library serving the residents of Shawnee, Oklahoma with access to books, digital resources, and local programs.
-
D.
Lincoln Public Library
Lincoln Public Library is the main public library serving the residents of Lincoln, Illinois with lending materials, information services, and community programs.
-
E.
Madison Public Library
Madison Public Library is the public library serving the community of Madison, New Jersey, providing residents with access to books, media, and educational resources.
- 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887c63608190b29a407cabff0bc5 |
completed | April 19, 2026, 7:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02ff6254308190837052cba58d45c8 |
completed | May 12, 2026, 10:22 a.m. |
| NEDg | Description generation | batch_6a0300aa8f2c8190adb9ed9ec63a9f9a |
completed | May 12, 2026, 10:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0301570f188190a330b2a9f5f45191 |
completed | May 12, 2026, 10:30 a.m. |
Created at: April 10, 2026, 10:14 a.m.