Triple
T23217069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall, Missouri |
E580774
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Marshall Public Library
Marshall Public Library is the main public library serving the residents of Marshall, Missouri with lending, research, and community programs.
|
E1573201
|
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: Marshall Public Library | Statement: [Marshall, Missouri, hasPublicLibrary, Marshall Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Public Library Context triple: [Marshall, Missouri, hasPublicLibrary, Marshall Public Library]
-
A.
Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Ohio, providing access to books, digital resources, and community programs.
-
B.
Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Iowa with lending, educational, and community services.
-
C.
Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Indiana with lending materials, community programs, and information services.
-
D.
Plumb Memorial Library
Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
-
E.
Spillman Public Library
Spillman Public Library is the community public library serving residents of North Fond du Lac, Wisconsin, providing access to books, media, and local 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: Marshall Public Library Triple: [Marshall, Missouri, hasPublicLibrary, Marshall Public Library]
Generated description
Marshall Public Library is the main public library serving the residents of Marshall, Missouri with lending, research, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Public Library Target entity description: Marshall Public Library is the main public library serving the residents of Marshall, Missouri with lending, research, and community programs.
-
A.
Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Iowa with lending, educational, and community services.
-
B.
Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Ohio, providing access to books, digital resources, and community programs.
-
C.
Marion Public Library
Marion Public Library is the main public library serving the residents of Marion, Indiana with lending materials, community programs, and information services.
-
D.
Plumb Memorial Library
Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
-
E.
Spillman Public Library
Spillman Public Library is the community public library serving residents of North Fond du Lac, Wisconsin, providing access to books, media, and local 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_69e2460389408190be74f41d217799a9 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f19165949c81908e4d66a8a2b0a25a |
completed | April 29, 2026, 5:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30ca89508190847874ab3bc1e01f |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c31f385a881908283a8b079c4128a |
completed | May 19, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c32ece3148190a22881d69c42e948 |
completed | May 19, 2026, 9:52 a.m. |
Created at: April 17, 2026, 4:08 p.m.