Triple
T10257243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomeryville, Pennsylvania |
E240503
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Montgomery Township, Montgomery County, Pennsylvania
Montgomery Township in Montgomery County, Pennsylvania is a suburban municipality north of Philadelphia known for its residential neighborhoods, commercial centers, and the community of Montgomeryville.
|
E854102
|
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 Township, Montgomery County, Pennsylvania | Statement: [Montgomeryville, Pennsylvania, locatedIn, Montgomery Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montgomery Township, Montgomery County, Pennsylvania Context triple: [Montgomeryville, Pennsylvania, locatedIn, Montgomery Township, Montgomery County, Pennsylvania]
-
A.
Lower Moreland Township, Montgomery County, Pennsylvania
Lower Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities and proximity to Philadelphia.
-
B.
Upper Moreland Township, Montgomery County, Pennsylvania
Upper Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, local parks, and proximity to Philadelphia.
-
C.
Upper Moreland Township, Pennsylvania
Upper Moreland Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, local parks, and proximity to the greater Philadelphia metropolitan area.
-
D.
Montgomery, Pennsylvania, United States
Montgomery, Pennsylvania, United States, is a small borough in Lycoming County known as the birthplace of Hannah Simpson Grant, the mother of U.S. President Ulysses S. Grant.
-
E.
Horsham Township, Montgomery County, Pennsylvania
Horsham Township, located in Montgomery County, Pennsylvania, is a suburban community north of Philadelphia known for its residential neighborhoods, business parks, and the former Naval Air Station Joint Reserve Base Willow Grove.
- 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 Township, Montgomery County, Pennsylvania Triple: [Montgomeryville, Pennsylvania, locatedIn, Montgomery Township, Montgomery County, Pennsylvania]
Generated description
Montgomery Township in Montgomery County, Pennsylvania is a suburban municipality north of Philadelphia known for its residential neighborhoods, commercial centers, and the community of Montgomeryville.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montgomery Township, Montgomery County, Pennsylvania Target entity description: Montgomery Township in Montgomery County, Pennsylvania is a suburban municipality north of Philadelphia known for its residential neighborhoods, commercial centers, and the community of Montgomeryville.
-
A.
Lower Moreland Township, Montgomery County, Pennsylvania
Lower Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities and proximity to Philadelphia.
-
B.
Upper Moreland Township, Montgomery County, Pennsylvania
Upper Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, local parks, and proximity to Philadelphia.
-
C.
Upper Moreland Township, Pennsylvania
Upper Moreland Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, local parks, and proximity to the greater Philadelphia metropolitan area.
-
D.
Montgomery, Pennsylvania, United States
Montgomery, Pennsylvania, United States, is a small borough in Lycoming County known as the birthplace of Hannah Simpson Grant, the mother of U.S. President Ulysses S. Grant.
-
E.
Horsham Township, Montgomery County, Pennsylvania
Horsham Township, located in Montgomery County, Pennsylvania, is a suburban community north of Philadelphia known for its residential neighborhoods, business parks, and the former Naval Air Station Joint Reserve Base Willow Grove.
- 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d24d299881909615872e2777bdea |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f7e153b0819084708b6f7127cdea |
completed | April 9, 2026, 12:50 a.m. |
| NEDg | Description generation | batch_69d6fcab0bfc8190b47bc165ef3eb15d |
completed | April 9, 2026, 1:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d70fc3b15081908d1b67a7094c6210 |
completed | April 9, 2026, 2:32 a.m. |
Created at: April 6, 2026, 11:31 a.m.