Triple
T12547419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsBorough |
P300
|
FINISHED |
| Object |
Roseto, Pennsylvania
Roseto, Pennsylvania is a small borough historically noted for the "Roseto effect," where its close-knit Italian-American community exhibited unusually low rates of heart disease.
|
E990912
|
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: Roseto, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsBorough, Roseto, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roseto, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsBorough, Roseto, Pennsylvania]
-
A.
Nazareth, Pennsylvania
Nazareth, Pennsylvania is a small borough in Northampton County best known as the longtime home of renowned acoustic guitar maker C. F. Martin & Company.
-
B.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
-
C.
Rose Valley, Pennsylvania
Rose Valley, Pennsylvania is a small, historic arts-and-crafts community in Delaware County known for its early 20th-century utopian arts colony and distinctive architecture.
-
D.
Framingham
Framingham is a suburban city in eastern Massachusetts known for its residential communities, retail centers, and location along major routes west of Boston.
-
E.
Emmaus, Pennsylvania
Emmaus, Pennsylvania is a small borough in the Lehigh Valley region known for its historic downtown, community-oriented atmosphere, and proximity to the city of Allentown.
- 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: Roseto, Pennsylvania Triple: [Northampton County, Pennsylvania, containsBorough, Roseto, Pennsylvania]
Generated description
Roseto, Pennsylvania is a small borough historically noted for the "Roseto effect," where its close-knit Italian-American community exhibited unusually low rates of heart disease.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roseto, Pennsylvania Target entity description: Roseto, Pennsylvania is a small borough historically noted for the "Roseto effect," where its close-knit Italian-American community exhibited unusually low rates of heart disease.
-
A.
Nazareth, Pennsylvania
Nazareth, Pennsylvania is a small borough in Northampton County best known as the longtime home of renowned acoustic guitar maker C. F. Martin & Company.
-
B.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
-
C.
Rose Valley, Pennsylvania
Rose Valley, Pennsylvania is a small, historic arts-and-crafts community in Delaware County known for its early 20th-century utopian arts colony and distinctive architecture.
-
D.
Framingham
Framingham is a suburban city in eastern Massachusetts known for its residential communities, retail centers, and location along major routes west of Boston.
-
E.
Emmaus, Pennsylvania
Emmaus, Pennsylvania is a small borough in the Lehigh Valley region known for its historic downtown, community-oriented atmosphere, and proximity to the city of Allentown.
- 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_69f655826bbc8190af20858342c008ff |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566fe5dc8190910bc7ad34593a58 |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65702435c8190a69e681c56a19b16 |
completed | May 2, 2026, 7:56 p.m. |
Created at: April 8, 2026, 9:57 p.m.