Triple
T16745420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton, Montana |
E406937
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Bitterroot Public Library
Bitterroot Public Library is a community public library serving residents of Hamilton and the surrounding Bitterroot Valley in western Montana.
|
E1232337
|
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: Bitterroot Public Library | Statement: [Hamilton, Montana, hasLibrary, Bitterroot Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bitterroot Public Library Context triple: [Hamilton, Montana, hasLibrary, Bitterroot Public Library]
-
A.
Cottonwood Public Library
Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
-
B.
Missoula Public Library
Missoula Public Library is the main public library serving the city of Missoula, Montana, providing community access to books, digital resources, and educational programs.
-
C.
Maryhill Library
Maryhill Library is a public lending and community library serving the Maryhill district of Glasgow, Scotland.
-
D.
Philomath Community Library
Philomath Community Library is the public library serving the residents of Philomath, Oregon, providing access to books, media, and community programs.
-
E.
Brookings Public Library
Brookings Public Library is the main public library serving the community of Brookings, South Dakota, providing access to books, digital resources, and community 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: Bitterroot Public Library Triple: [Hamilton, Montana, hasLibrary, Bitterroot Public Library]
Generated description
Bitterroot Public Library is a community public library serving residents of Hamilton and the surrounding Bitterroot Valley in western Montana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bitterroot Public Library Target entity description: Bitterroot Public Library is a community public library serving residents of Hamilton and the surrounding Bitterroot Valley in western Montana.
-
A.
Cottonwood Public Library
Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
-
B.
Missoula Public Library
Missoula Public Library is the main public library serving the city of Missoula, Montana, providing community access to books, digital resources, and educational programs.
-
C.
Maryhill Library
Maryhill Library is a public lending and community library serving the Maryhill district of Glasgow, Scotland.
-
D.
Philomath Community Library
Philomath Community Library is the public library serving the residents of Philomath, Oregon, providing access to books, media, and community programs.
-
E.
Brookings Public Library
Brookings Public Library is the main public library serving the community of Brookings, South Dakota, providing access to books, digital resources, and community 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3aa223aa88190a3c1805ece7317e2 |
completed | April 18, 2026, 3:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a52033748190ae207d72d437236b |
completed | May 10, 2026, 3:32 p.m. |
| NEDg | Description generation | batch_6a00a685753881908c3fef10823ce569 |
completed | May 10, 2026, 3:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00a7174f5c8190891ddd180c50aee3 |
completed | May 10, 2026, 3:41 p.m. |
Created at: April 10, 2026, 5:21 a.m.