Triple
T7247476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Wales station |
E156511
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
North Wales, Pennsylvania
North Wales, Pennsylvania is a small suburban borough in Montgomery County, north of Philadelphia, known for its residential character and regional rail access.
|
E651851
|
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: North Wales, Pennsylvania | Statement: [North Wales station, locatedIn, North Wales, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Wales, Pennsylvania Context triple: [North Wales station, locatedIn, North Wales, Pennsylvania]
-
A.
Narberth, Pennsylvania
Narberth, Pennsylvania is a small, historic borough on Philadelphia’s Main Line known for its walkable downtown, tight-knit community, and commuter-friendly regional rail access.
-
B.
Radnor, Pennsylvania
Radnor, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its affluent residential neighborhoods, corporate offices, and educational institutions.
-
C.
Wylandville, Pennsylvania
Wylandville, Pennsylvania is a small unincorporated community located in Washington County in southwestern Pennsylvania.
-
D.
North East, Pennsylvania
North East, Pennsylvania is a small borough in Erie County known for its grape vineyards, wineries, and location near the northeastern corner of the state.
-
E.
Colwyn, Pennsylvania
Colwyn, Pennsylvania is a small borough in Delaware County that borders the western edge of Philadelphia and forms part of the inner-ring suburbs of the city.
- 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: North Wales, Pennsylvania Triple: [North Wales station, locatedIn, North Wales, Pennsylvania]
Generated description
North Wales, Pennsylvania is a small suburban borough in Montgomery County, north of Philadelphia, known for its residential character and regional rail access.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Wales, Pennsylvania Target entity description: North Wales, Pennsylvania is a small suburban borough in Montgomery County, north of Philadelphia, known for its residential character and regional rail access.
-
A.
Narberth, Pennsylvania
Narberth, Pennsylvania is a small, historic borough on Philadelphia’s Main Line known for its walkable downtown, tight-knit community, and commuter-friendly regional rail access.
-
B.
Radnor, Pennsylvania
Radnor, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its affluent residential neighborhoods, corporate offices, and educational institutions.
-
C.
Wylandville, Pennsylvania
Wylandville, Pennsylvania is a small unincorporated community located in Washington County in southwestern Pennsylvania.
-
D.
North East, Pennsylvania
North East, Pennsylvania is a small borough in Erie County known for its grape vineyards, wineries, and location near the northeastern corner of the state.
-
E.
Colwyn, Pennsylvania
Colwyn, Pennsylvania is a small borough in Delaware County that borders the western edge of Philadelphia and forms part of the inner-ring suburbs of the city.
- 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_69c68827b5e481908dc05e145b2c92d4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea749fb08190841c0aa8c5bd0727 |
completed | March 27, 2026, 8:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d39dab6081909842bfa37ff3f972 |
completed | March 28, 2026, 1:11 p.m. |
| NEDg | Description generation | batch_69c7d4690adc81909abbfb7a756f453d |
completed | March 28, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d5137efc81908745cca73b112f0c |
completed | March 28, 2026, 1:18 p.m. |
Created at: March 27, 2026, 2:56 p.m.