Triple
T22156331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall Township, Allegheny County, Pennsylvania |
E547546
|
entity |
| Predicate | hasPublicLibraryService |
P97932
|
FINISHED |
| Object |
Northern Tier Regional Library
Northern Tier Regional Library is a public library serving residents of Marshall Township and surrounding communities in Allegheny County, Pennsylvania.
|
E1522193
|
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: Northern Tier Regional Library | Statement: [Marshall Township, Allegheny County, Pennsylvania, hasPublicLibraryService, Northern Tier Regional Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Tier Regional Library Context triple: [Marshall Township, Allegheny County, Pennsylvania, hasPublicLibraryService, Northern Tier Regional Library]
-
A.
Woodlands Regional Library
Woodlands Regional Library is a major public library in northern Singapore that serves as a key educational and community hub for residents in and around Woodlands.
-
B.
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.
-
C.
Lakewood Regional Library
Lakewood Regional Library is a public library serving the community of Lakewood, California, offering lending collections, research resources, and educational programs.
-
D.
Sherwood Regional Library
Sherwood Regional Library is a community branch of the Fairfax County Public Library system serving residents in the Alexandria area of Fairfax County, Virginia.
-
E.
East Ridge City Library
East Ridge City Library is a public library serving the community of East Ridge, Tennessee with 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: Northern Tier Regional Library Triple: [Marshall Township, Allegheny County, Pennsylvania, hasPublicLibraryService, Northern Tier Regional Library]
Generated description
Northern Tier Regional Library is a public library serving residents of Marshall Township and surrounding communities in Allegheny County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Tier Regional Library Target entity description: Northern Tier Regional Library is a public library serving residents of Marshall Township and surrounding communities in Allegheny County, Pennsylvania.
-
A.
Woodlands Regional Library
Woodlands Regional Library is a major public library in northern Singapore that serves as a key educational and community hub for residents in and around Woodlands.
-
B.
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.
-
C.
Lakewood Regional Library
Lakewood Regional Library is a public library serving the community of Lakewood, California, offering lending collections, research resources, and educational programs.
-
D.
Sherwood Regional Library
Sherwood Regional Library is a community branch of the Fairfax County Public Library system serving residents in the Alexandria area of Fairfax County, Virginia.
-
E.
East Ridge City Library
East Ridge City Library is a public library serving the community of East Ridge, Tennessee with 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a970c925481908d8f1135703f7050 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97e509a88190a7f316cf340d010a |
completed | May 18, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a987daa208190bab5b7adec1913e8 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:33 p.m.