Triple
T19188830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hazle Township, Pennsylvania |
E469774
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Black Creek Township, Luzerne County, Pennsylvania
Black Creek Township, located in rural Luzerne County, Pennsylvania, is a small, predominantly residential community characterized by its wooded landscapes and proximity to former coal-mining areas.
|
E1362637
|
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: Black Creek Township, Luzerne County, Pennsylvania | Statement: [Hazle Township, Pennsylvania, borders, Black Creek Township, Luzerne County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Creek Township, Luzerne County, Pennsylvania Context triple: [Hazle Township, Pennsylvania, borders, Black Creek Township, Luzerne County, Pennsylvania]
-
A.
Cross Creek Township, Pennsylvania
Cross Creek Township, Pennsylvania is a rural township in Washington County best known for containing the Meadowcroft Rockshelter, one of the most significant prehistoric archaeological sites in North America.
-
B.
Spring Creek Township, Pennsylvania
Spring Creek Township, Pennsylvania is a rural township in Warren County best known as the birthplace of future U.S. Supreme Court Justice Robert H. Jackson.
-
C.
Spring Creek Township, Warren County, Pennsylvania
Spring Creek Township, Warren County, Pennsylvania is a rural township in northwestern Pennsylvania known for its forested landscapes, small communities, and the waterway of Spring Creek running through it.
-
D.
Millcreek Township, Erie County, Pennsylvania
Millcreek Township, Erie County, Pennsylvania is a large suburban community bordering the city of Erie along Lake Erie, known for its residential neighborhoods, commercial corridors, and recreational lakefront areas.
-
E.
Stony Creek, Somerset County, Pennsylvania
Stony Creek in Somerset County, Pennsylvania, is a rural area in the Allegheny Mountains historically notable as the birthplace of prominent 19th-century American jurist and statesman Jeremiah Sullivan Black.
- 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: Black Creek Township, Luzerne County, Pennsylvania Triple: [Hazle Township, Pennsylvania, borders, Black Creek Township, Luzerne County, Pennsylvania]
Generated description
Black Creek Township, located in rural Luzerne County, Pennsylvania, is a small, predominantly residential community characterized by its wooded landscapes and proximity to former coal-mining areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Creek Township, Luzerne County, Pennsylvania Target entity description: Black Creek Township, located in rural Luzerne County, Pennsylvania, is a small, predominantly residential community characterized by its wooded landscapes and proximity to former coal-mining areas.
-
A.
Cross Creek Township, Pennsylvania
Cross Creek Township, Pennsylvania is a rural township in Washington County best known for containing the Meadowcroft Rockshelter, one of the most significant prehistoric archaeological sites in North America.
-
B.
Spring Creek Township, Pennsylvania
Spring Creek Township, Pennsylvania is a rural township in Warren County best known as the birthplace of future U.S. Supreme Court Justice Robert H. Jackson.
-
C.
Spring Creek Township, Warren County, Pennsylvania
Spring Creek Township, Warren County, Pennsylvania is a rural township in northwestern Pennsylvania known for its forested landscapes, small communities, and the waterway of Spring Creek running through it.
-
D.
Millcreek Township, Erie County, Pennsylvania
Millcreek Township, Erie County, Pennsylvania is a large suburban community bordering the city of Erie along Lake Erie, known for its residential neighborhoods, commercial corridors, and recreational lakefront areas.
-
E.
Stony Creek, Somerset County, Pennsylvania
Stony Creek in Somerset County, Pennsylvania, is a rural area in the Allegheny Mountains historically notable as the birthplace of prominent 19th-century American jurist and statesman Jeremiah Sullivan Black.
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f8a01d08819081608a6ab8c6e705 |
completed | April 20, 2026, 9:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f8bc2b70819094e8f7090798fdad |
completed | May 15, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a06f997ec9481908db1cbb6fdfec973 |
completed | May 15, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06fa2013508190b014d0c899dd86e4 |
completed | May 15, 2026, 10:49 a.m. |
Created at: April 10, 2026, 12:07 p.m.