Triple
T2934424
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warminster, Pennsylvania |
E79230
|
entity |
| Predicate | majorRoad |
P385
|
FINISHED |
| Object |
Pennsylvania Route 332
Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
|
E421228
|
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: Pennsylvania Route 332 | Statement: [Warminster, Pennsylvania, majorRoad, Pennsylvania Route 332]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 332 Context triple: [Warminster, Pennsylvania, majorRoad, Pennsylvania Route 332]
-
A.
Pennsylvania Route 363
Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
-
B.
Pennsylvania Route 309
Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
-
C.
Pennsylvania Route 356
Pennsylvania Route 356 is a state highway in western Pennsylvania that connects several communities, including Saxonburg, to larger regional routes and urban centers.
-
D.
Pennsylvania Route 132
Pennsylvania Route 132 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial route through suburban communities in Bucks County.
-
E.
Pennsylvania Route 31
Pennsylvania Route 31 is a state highway in southwestern Pennsylvania that runs east–west through several communities, including Mount Pleasant, providing a regional connector between rural areas and major routes.
- 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: Pennsylvania Route 332 Triple: [Warminster, Pennsylvania, majorRoad, Pennsylvania Route 332]
Generated description
Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 332 Target entity description: Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
-
A.
Pennsylvania Route 363
Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
-
B.
Pennsylvania Route 309
Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
-
C.
Pennsylvania Route 356
Pennsylvania Route 356 is a state highway in western Pennsylvania that connects several communities, including Saxonburg, to larger regional routes and urban centers.
-
D.
Pennsylvania Route 132
Pennsylvania Route 132 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial route through suburban communities in Bucks County.
-
E.
Pennsylvania Route 31
Pennsylvania Route 31 is a state highway in southwestern Pennsylvania that runs east–west through several communities, including Mount Pleasant, providing a regional connector between rural areas and major routes.
- 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_69ad8b0fbab081908f6a61567c045d8d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad983b65f881909b8b7d3dc5c224fd |
completed | March 8, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b595d57bcc8190b2a6e28437a32b93 |
completed | March 14, 2026, 5:07 p.m. |
| NEDg | Description generation | batch_69b59669d7b08190b1cbacd9b694aa81 |
completed | March 14, 2026, 5:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59762105481908e3534600486b82d |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 8, 2026, 2:56 p.m.