Triple
T12547420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsBorough |
P300
|
FINISHED |
| Object |
Stockertown, Pennsylvania
Stockertown, Pennsylvania is a small borough in eastern Pennsylvania that forms part of the Lehigh Valley metropolitan region.
|
E1007389
|
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: Stockertown, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsBorough, Stockertown, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stockertown, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsBorough, Stockertown, Pennsylvania]
-
A.
Quakertown, Pennsylvania
Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
-
B.
Hellertown, Pennsylvania
Hellertown, Pennsylvania is a small borough in the Lehigh Valley region known for its residential character, local parks, and proximity to Bethlehem and other larger communities.
-
C.
Boyertown, Pennsylvania
Boyertown, Pennsylvania is a small borough in southeastern Pennsylvania known for its historic downtown, industrial heritage, and community-oriented character.
-
D.
Watsontown, Pennsylvania
Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
-
E.
Souderton, Pennsylvania
Souderton, Pennsylvania is a small borough in Montgomery County known for its historic downtown, residential communities, and location within the North Penn Valley region.
- 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: Stockertown, Pennsylvania Triple: [Northampton County, Pennsylvania, containsBorough, Stockertown, Pennsylvania]
Generated description
Stockertown, Pennsylvania is a small borough in eastern Pennsylvania that forms part of the Lehigh Valley metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stockertown, Pennsylvania Target entity description: Stockertown, Pennsylvania is a small borough in eastern Pennsylvania that forms part of the Lehigh Valley metropolitan region.
-
A.
Quakertown, Pennsylvania
Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
-
B.
Hellertown, Pennsylvania
Hellertown, Pennsylvania is a small borough in the Lehigh Valley region known for its residential character, local parks, and proximity to Bethlehem and other larger communities.
-
C.
Boyertown, Pennsylvania
Boyertown, Pennsylvania is a small borough in southeastern Pennsylvania known for its historic downtown, industrial heritage, and community-oriented character.
-
D.
Watsontown, Pennsylvania
Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
-
E.
Souderton, Pennsylvania
Souderton, Pennsylvania is a small borough in Montgomery County known for its historic downtown, residential communities, and location within the North Penn Valley region.
- 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_69f69b847de481908163d59cc939e132 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69c69bb608190a3fb27227cd742b1 |
completed | May 3, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69d4ef7988190890f8a62280aa673 |
completed | May 3, 2026, 12:56 a.m. |
Created at: April 8, 2026, 9:57 p.m.