Triple
T7128061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charleroi, Pennsylvania |
E166114
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Speers, Pennsylvania
Speers, Pennsylvania is a small borough in Washington County situated along the Monongahela River in the Mon Valley region.
|
E643694
|
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: Speers, Pennsylvania | Statement: [Charleroi, Pennsylvania, adjacentTo, Speers, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Speers, Pennsylvania Context triple: [Charleroi, Pennsylvania, adjacentTo, Speers, Pennsylvania]
-
A.
Sayre, Pennsylvania
Sayre, Pennsylvania is a small borough in Bradford County known historically as a major railroad town and repair hub in northeastern Pennsylvania.
-
B.
Springfield, Pennsylvania
Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
-
C.
Carmichaels, Pennsylvania
Carmichaels, Pennsylvania is a small borough in southwestern Pennsylvania known historically for its coal mining roots and close-knit community.
-
D.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within western Pennsylvania.
-
E.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
- 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: Speers, Pennsylvania Triple: [Charleroi, Pennsylvania, adjacentTo, Speers, Pennsylvania]
Generated description
Speers, Pennsylvania is a small borough in Washington County situated along the Monongahela River in the Mon Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Speers, Pennsylvania Target entity description: Speers, Pennsylvania is a small borough in Washington County situated along the Monongahela River in the Mon Valley region.
-
A.
Sayre, Pennsylvania
Sayre, Pennsylvania is a small borough in Bradford County known historically as a major railroad town and repair hub in northeastern Pennsylvania.
-
B.
Springfield, Pennsylvania
Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
-
C.
Carmichaels, Pennsylvania
Carmichaels, Pennsylvania is a small borough in southwestern Pennsylvania known historically for its coal mining roots and close-knit community.
-
D.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within western Pennsylvania.
-
E.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
- 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_69c6888350588190870cd552b427a1cd |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e66b230c819090ddbc5396868305 |
completed | March 27, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a338b6908190bace3ee43a080c2f |
completed | March 28, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69c7a446c5088190908dd7b4cdc57f18 |
completed | March 28, 2026, 9:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7a4fc9f788190b38437c6e91a5f8a |
completed | March 28, 2026, 9:53 a.m. |
Created at: March 27, 2026, 2:44 p.m.