Triple
T12547394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsBorough |
P300
|
FINISHED |
| Object |
Pen Argyl, Pennsylvania
Pen Argyl, Pennsylvania is a small borough in the Lehigh Valley region known historically for its slate quarrying industry and close-knit community.
|
E1000352
|
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: Pen Argyl, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsBorough, Pen Argyl, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pen Argyl, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsBorough, Pen Argyl, Pennsylvania]
-
A.
Aspinwall, Pennsylvania
Aspinwall, Pennsylvania is a small suburban borough along the Allegheny River near Pittsburgh, known for its walkable residential streets and proximity to affluent communities like Fox Chapel.
-
B.
Vandergrift, Pennsylvania
Vandergrift, Pennsylvania is a small borough in Westmoreland County known historically as a planned steel town along the Kiskiminetas River.
-
C.
Pennsburg, Pennsylvania
Pennsburg, Pennsylvania is a small borough in southeastern Pennsylvania that forms part of the Upper Perkiomen Valley community.
-
D.
Allegheny, Pennsylvania
Allegheny, Pennsylvania is a historic former city (now part of Pittsburgh) known for its 19th-century industrial growth and as an early center of the Bible Student movement associated with the Watch Tower Society.
-
E.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within western Pennsylvania.
- 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: Pen Argyl, Pennsylvania Triple: [Northampton County, Pennsylvania, containsBorough, Pen Argyl, Pennsylvania]
Generated description
Pen Argyl, Pennsylvania is a small borough in the Lehigh Valley region known historically for its slate quarrying industry and close-knit community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pen Argyl, Pennsylvania Target entity description: Pen Argyl, Pennsylvania is a small borough in the Lehigh Valley region known historically for its slate quarrying industry and close-knit community.
-
A.
Aspinwall, Pennsylvania
Aspinwall, Pennsylvania is a small suburban borough along the Allegheny River near Pittsburgh, known for its walkable residential streets and proximity to affluent communities like Fox Chapel.
-
B.
Vandergrift, Pennsylvania
Vandergrift, Pennsylvania is a small borough in Westmoreland County known historically as a planned steel town along the Kiskiminetas River.
-
C.
Pennsburg, Pennsylvania
Pennsburg, Pennsylvania is a small borough in southeastern Pennsylvania that forms part of the Upper Perkiomen Valley community.
-
D.
Allegheny, Pennsylvania
Allegheny, Pennsylvania is a historic former city (now part of Pittsburgh) known for its 19th-century industrial growth and as an early center of the Bible Student movement associated with the Watch Tower Society.
-
E.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within western Pennsylvania.
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95481ba28819099f7cd2de02e8837 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c6c21348190b851fce31df307e2 |
completed | May 2, 2026, 10:36 p.m. |
| NEDg | Description generation | batch_69f67db4dd2081909a238e368645e899 |
completed | May 2, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67ececce8819080335e67bd747057 |
completed | May 2, 2026, 10:46 p.m. |
Created at: April 8, 2026, 9:57 p.m.