Triple
T8019037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norristown Municipal Council |
E186691
|
entity |
| Predicate | jurisdiction |
P82
|
FINISHED |
| Object |
Municipality of Norristown
The Municipality of Norristown is an urban home-rule municipality in Montgomery County, Pennsylvania, serving as the county seat and a residential and commercial hub northwest of Philadelphia.
|
E707696
|
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: Municipality of Norristown | Statement: [Norristown Municipal Council, jurisdiction, Municipality of Norristown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipality of Norristown Context triple: [Norristown Municipal Council, jurisdiction, Municipality of Norristown]
-
A.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
-
B.
West Norriton Township, Pennsylvania
West Norriton Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, local parks, and proximity to major employment and commercial centers in the region.
-
C.
Norristown Municipal Council
Norristown Municipal Council is the elected legislative body responsible for setting local policies, passing ordinances, and overseeing municipal governance in Norristown, Pennsylvania.
-
D.
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.
-
E.
Borough of Littlestown
The Borough of Littlestown is a small incorporated community in south-central Pennsylvania known for its historic character and proximity to the Gettysburg 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: Municipality of Norristown Triple: [Norristown Municipal Council, jurisdiction, Municipality of Norristown]
Generated description
The Municipality of Norristown is an urban home-rule municipality in Montgomery County, Pennsylvania, serving as the county seat and a residential and commercial hub northwest of Philadelphia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Municipality of Norristown Target entity description: The Municipality of Norristown is an urban home-rule municipality in Montgomery County, Pennsylvania, serving as the county seat and a residential and commercial hub northwest of Philadelphia.
-
A.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
-
B.
West Norriton Township, Pennsylvania
West Norriton Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, local parks, and proximity to major employment and commercial centers in the region.
-
C.
Norristown Municipal Council
Norristown Municipal Council is the elected legislative body responsible for setting local policies, passing ordinances, and overseeing municipal governance in Norristown, Pennsylvania.
-
D.
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.
-
E.
Borough of Littlestown
The Borough of Littlestown is a small incorporated community in south-central Pennsylvania known for its historic character and proximity to the Gettysburg 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_69ca82ac7fc081909b1398cf025423af |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3df626e8819098a9f8908dfdad3b |
completed | March 31, 2026, 3:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56c213ec8190b3bd96c42d1357e4 |
completed | March 31, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_69cc58a9e94081908980e2c60be38642 |
completed | March 31, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cbaefb481909eb325f0d27675c0 |
completed | March 31, 2026, 11:46 p.m. |
Created at: March 30, 2026, 5:20 p.m.