Triple
T12547417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsBorough |
P300
|
FINISHED |
| Object |
Northampton, Pennsylvania
Northampton, Pennsylvania is a small borough in the Lehigh Valley region known historically for its cement industry and residential community character.
|
E1007388
|
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: Northampton, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsBorough, Northampton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northampton, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsBorough, Northampton, Pennsylvania]
-
A.
New London, Pennsylvania
New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
-
B.
Southampton, Pennsylvania
Southampton, Pennsylvania is a suburban community in Bucks County known for its residential neighborhoods and light industrial and commercial businesses.
-
C.
Hanover, Pennsylvania
Hanover, Pennsylvania is a small borough in York County known for its snack food industry and historic role in the Civil War.
-
D.
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.
-
E.
Plymouth, Pennsylvania
Plymouth, Pennsylvania is a small borough in Luzerne County’s Wyoming Valley, historically known as a coal mining community along the Susquehanna River.
- 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: Northampton, Pennsylvania Triple: [Northampton County, Pennsylvania, containsBorough, Northampton, Pennsylvania]
Generated description
Northampton, Pennsylvania is a small borough in the Lehigh Valley region known historically for its cement industry and residential community character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northampton, Pennsylvania Target entity description: Northampton, Pennsylvania is a small borough in the Lehigh Valley region known historically for its cement industry and residential community character.
-
A.
New London, Pennsylvania
New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
-
B.
Southampton, Pennsylvania
Southampton, Pennsylvania is a suburban community in Bucks County known for its residential neighborhoods and light industrial and commercial businesses.
-
C.
Hanover, Pennsylvania
Hanover, Pennsylvania is a small borough in York County known for its snack food industry and historic role in the Civil War.
-
D.
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.
-
E.
Plymouth, Pennsylvania
Plymouth, Pennsylvania is a small borough in Luzerne County’s Wyoming Valley, historically known as a coal mining community along the Susquehanna River.
- 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.