Triple
T8870997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenandoah, Iowa |
E211153
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Shenandoah Public Library
Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
|
E768487
|
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: Shenandoah Public Library | Statement: [Shenandoah, Iowa, hasPublicLibrary, Shenandoah Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenandoah Public Library Context triple: [Shenandoah, Iowa, hasPublicLibrary, Shenandoah Public Library]
-
A.
Jamestown Public Library
Jamestown Public Library is a community library and local landmark in Jamestown, North Carolina, providing residents with access to books, media, and public programs.
-
B.
Greenfield Public Library
Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
-
C.
Woodson Regional Library
Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
-
D.
Lorton Library
Lorton Library is a public library serving the Lorton community with lending materials, educational resources, and community programs.
-
E.
Rowan Public Library
Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
- 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: Shenandoah Public Library Triple: [Shenandoah, Iowa, hasPublicLibrary, Shenandoah Public Library]
Generated description
Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenandoah Public Library Target entity description: Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
-
A.
Jamestown Public Library
Jamestown Public Library is a community library and local landmark in Jamestown, North Carolina, providing residents with access to books, media, and public programs.
-
B.
Greenfield Public Library
Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
-
C.
Woodson Regional Library
Woodson Regional Library is a major branch of the Chicago Public Library system on Chicago’s South Side, known for its extensive collections and community services.
-
D.
Lorton Library
Lorton Library is a public library serving the Lorton community with lending materials, educational resources, and community programs.
-
E.
Rowan Public Library
Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
- 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_69ca838d3c7c8190a849566d5afd2b11 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6126d2f88190979ab25772ee657c |
completed | April 1, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1c3c6c08190b51ea5e9cf7085e9 |
completed | April 3, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69cfc2d295c48190952486e6f44cd74f |
completed | April 3, 2026, 1:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc722921881908978147e4cc6875c |
completed | April 3, 2026, 1:56 p.m. |
Created at: March 30, 2026, 6:51 p.m.