Triple
T1652811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norristown |
E35730
|
entity |
| Predicate | hasMuseum |
P105
|
FINISHED |
| Object |
Montgomery County-Norristown Public Library
The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
|
E186692
|
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: Montgomery County-Norristown Public Library | Statement: [Norristown, hasMuseum, Montgomery County-Norristown Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montgomery County-Norristown Public Library Context triple: [Norristown, hasMuseum, Montgomery County-Norristown Public Library]
-
A.
Norristown
Norristown is a historic borough in Montgomery County, Pennsylvania, serving as a county seat and inner suburb within the greater Philadelphia metropolitan area.
-
B.
Reading, Pennsylvania
Reading, Pennsylvania is a historic city in southeastern Pennsylvania known for its industrial heritage, location along the Schuylkill River, and role as a regional cultural and transportation hub.
-
C.
Upper Merion Township, Pennsylvania
Upper Merion Township, Pennsylvania is a suburban municipality in Montgomery County best known for encompassing King of Prussia, a major commercial and retail hub in the Philadelphia metropolitan area.
-
D.
Montgomery County, Pennsylvania
Montgomery County, Pennsylvania is a suburban county northwest of Philadelphia known for its Revolutionary War history, including the site of George Washington’s winter encampment at Valley Forge.
-
E.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
- 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: Montgomery County-Norristown Public Library Triple: [Norristown, hasMuseum, Montgomery County-Norristown Public Library]
Generated description
The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montgomery County-Norristown Public Library Target entity description: The Montgomery County-Norristown Public Library is the main public library system serving Norristown and surrounding communities in Montgomery County, Pennsylvania, providing lending services, educational programs, and community resources.
-
A.
Norristown
Norristown is a historic borough in Montgomery County, Pennsylvania, serving as a county seat and inner suburb within the greater Philadelphia metropolitan area.
-
B.
Reading, Pennsylvania
Reading, Pennsylvania is a historic city in southeastern Pennsylvania known for its industrial heritage, location along the Schuylkill River, and role as a regional cultural and transportation hub.
-
C.
Upper Merion Township, Pennsylvania
Upper Merion Township, Pennsylvania is a suburban municipality in Montgomery County best known for encompassing King of Prussia, a major commercial and retail hub in the Philadelphia metropolitan area.
-
D.
Montgomery County, Pennsylvania
Montgomery County, Pennsylvania is a suburban county northwest of Philadelphia known for its Revolutionary War history, including the site of George Washington’s winter encampment at Valley Forge.
-
E.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
- 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_69a8860568888190a32cd9f70acbba42 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a88cb108190a836b972f600c257 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad60ac133881909222b25029096407 |
completed | March 8, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_69ad613d218081909e3ed7e74dcf82fc |
completed | March 8, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad61b178148190a088495eb599c9cb |
completed | March 8, 2026, 11:46 a.m. |
Created at: March 4, 2026, 7:29 p.m.