Triple
T5296355
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pulaski Township, Lawrence County, Pennsylvania |
E119865
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
New Bedford, Pennsylvania
New Bedford, Pennsylvania is a small unincorporated community in Lawrence County known for its rural residential character within Pulaski Township.
|
E510023
|
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: New Bedford, Pennsylvania | Statement: [Pulaski Township, Lawrence County, Pennsylvania, hasUnincorporatedCommunity, New Bedford, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Bedford, Pennsylvania Context triple: [Pulaski Township, Lawrence County, Pennsylvania, hasUnincorporatedCommunity, New Bedford, Pennsylvania]
-
A.
Bridgeport, Pennsylvania
Bridgeport, Pennsylvania is a small borough in Montgomery County, near major commercial and transportation hubs in the Philadelphia metropolitan area.
-
B.
Bedford, Pennsylvania
Bedford, Pennsylvania is a historic borough in south-central Pennsylvania known for its role in early American history, mineral springs, and well-preserved 18th- and 19th-century architecture.
-
C.
Bristol, Pennsylvania
Bristol, Pennsylvania is one of the oldest towns in Bucks County, known for its historic riverfront, colonial-era roots, and role as an early industrial and transportation hub along the Delaware River.
-
D.
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.
-
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: New Bedford, Pennsylvania Triple: [Pulaski Township, Lawrence County, Pennsylvania, hasUnincorporatedCommunity, New Bedford, Pennsylvania]
Generated description
New Bedford, Pennsylvania is a small unincorporated community in Lawrence County known for its rural residential character within Pulaski Township.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Bedford, Pennsylvania Target entity description: New Bedford, Pennsylvania is a small unincorporated community in Lawrence County known for its rural residential character within Pulaski Township.
-
A.
Bridgeport, Pennsylvania
Bridgeport, Pennsylvania is a small borough in Montgomery County, near major commercial and transportation hubs in the Philadelphia metropolitan area.
-
B.
Bedford, Pennsylvania
Bedford, Pennsylvania is a historic borough in south-central Pennsylvania known for its role in early American history, mineral springs, and well-preserved 18th- and 19th-century architecture.
-
C.
Bristol, Pennsylvania
Bristol, Pennsylvania is one of the oldest towns in Bucks County, known for its historic riverfront, colonial-era roots, and role as an early industrial and transportation hub along the Delaware River.
-
D.
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.
-
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_69bd446f22b88190b6a47fb91c68a3e7 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8503cf908190b1f93fb10a33c49c |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10e3a0908190895fb4442afc715e |
completed | March 21, 2026, 9:42 p.m. |
| NEDg | Description generation | batch_69bf117894d481909817346060a28d07 |
completed | March 21, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1267a0a88190a558937fa7776ed7 |
completed | March 21, 2026, 9:49 p.m. |
Created at: March 20, 2026, 1:53 p.m.