Triple
T12547412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Chapman Borough, Pennsylvania
Chapman Borough, Pennsylvania is a small incorporated community located within Northampton County in the eastern part of the state.
|
E990910
|
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: Chapman Borough, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsTownship, Chapman Borough, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chapman Borough, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsTownship, Chapman Borough, Pennsylvania]
-
A.
Parkside, Pennsylvania
Parkside, Pennsylvania is a small residential borough located in Delaware County, just outside Philadelphia.
-
B.
Chatham Park, Pennsylvania
Chatham Park, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early- to mid-20th-century suburban neighborhood character.
-
C.
Blawnox, Pennsylvania
Blawnox, Pennsylvania is a small borough in Allegheny County near Pittsburgh, known for its residential neighborhoods and light industrial and commercial areas along the Allegheny River.
-
D.
Southview, Pennsylvania
Southview, Pennsylvania is a small unincorporated community located within Cecil Township in Washington County, in the southwestern part of the state.
-
E.
Birmingham, Pennsylvania
Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
- 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: Chapman Borough, Pennsylvania Triple: [Northampton County, Pennsylvania, containsTownship, Chapman Borough, Pennsylvania]
Generated description
Chapman Borough, Pennsylvania is a small incorporated community located within Northampton County in the eastern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chapman Borough, Pennsylvania Target entity description: Chapman Borough, Pennsylvania is a small incorporated community located within Northampton County in the eastern part of the state.
-
A.
Parkside, Pennsylvania
Parkside, Pennsylvania is a small residential borough located in Delaware County, just outside Philadelphia.
-
B.
Chatham Park, Pennsylvania
Chatham Park, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early- to mid-20th-century suburban neighborhood character.
-
C.
Blawnox, Pennsylvania
Blawnox, Pennsylvania is a small borough in Allegheny County near Pittsburgh, known for its residential neighborhoods and light industrial and commercial areas along the Allegheny River.
-
D.
Southview, Pennsylvania
Southview, Pennsylvania is a small unincorporated community located within Cecil Township in Washington County, in the southwestern part of the state.
-
E.
Birmingham, Pennsylvania
Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
- 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.