Triple
T20020368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Mifflin, Pennsylvania |
E494839
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Baldwin, Pennsylvania
Baldwin, Pennsylvania is a suburban borough in Allegheny County, near Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
|
E1408748
|
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: Baldwin, Pennsylvania | Statement: [West Mifflin, Pennsylvania, adjacentTo, Baldwin, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baldwin, Pennsylvania Context triple: [West Mifflin, Pennsylvania, adjacentTo, Baldwin, Pennsylvania]
-
A.
Bala, Pennsylvania
Bala, Pennsylvania is a residential community in Lower Merion Township, just outside Philadelphia, known for its suburban character and proximity to the city.
-
B.
Birmingham, Pennsylvania
Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
-
C.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
-
D.
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.
-
E.
Bessemer, Pennsylvania
Bessemer, Pennsylvania is a small borough in western Pennsylvania known historically for its steel and industrial heritage.
- 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: Baldwin, Pennsylvania Triple: [West Mifflin, Pennsylvania, adjacentTo, Baldwin, Pennsylvania]
Generated description
Baldwin, Pennsylvania is a suburban borough in Allegheny County, near Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baldwin, Pennsylvania Target entity description: Baldwin, Pennsylvania is a suburban borough in Allegheny County, near Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
A.
Bala, Pennsylvania
Bala, Pennsylvania is a residential community in Lower Merion Township, just outside Philadelphia, known for its suburban character and proximity to the city.
-
B.
Birmingham, Pennsylvania
Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
-
C.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
-
D.
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.
-
E.
Bessemer, Pennsylvania
Bessemer, Pennsylvania is a small borough in western Pennsylvania known historically for its steel and industrial heritage.
- 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_69da626bfd288190aa5d65098b6433ae |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6623f1598819097ad4fa392540901 |
completed | April 20, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0815f615e48190a3bb3695b0230c6c |
completed | May 16, 2026, 7 a.m. |
| NEDg | Description generation | batch_6a0816c0375c8190b940f3d0d6391b4c |
completed | May 16, 2026, 7:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a081798cb48819084ab456f79b68eb9 |
completed | May 16, 2026, 7:07 a.m. |
Created at: April 11, 2026, 3:34 p.m.