Triple
T12529457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lackawanna County |
E299521
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Benton Township
Benton Township is a small rural municipality located within Lackawanna County in northeastern Pennsylvania.
|
E1007377
|
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: Benton Township | Statement: [Lackawanna County, contains, Benton Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton Township Context triple: [Lackawanna County, contains, Benton Township]
-
A.
Bloom Township
Bloom Township is a civil township located in Fairfield County, Ohio, known as a local governmental subdivision within the state.
-
B.
Butler Township
Butler Township is a rural municipality in Luzerne County, Pennsylvania, known for its small communities, forests, and proximity to the Pocono region.
-
C.
Eaton Township
Eaton Township is a civil township located in Lorain County, Ohio, functioning as a local governmental subdivision within the county.
-
D.
Sylvania Township
Sylvania Township is a suburban township in northwest Ohio that serves as a residential and commercial community within the Toledo metropolitan area.
-
E.
Barton Township
Barton Township is a historic township in what is now Hamilton, Ontario, Canada, that formed the core area where city founder George Hamilton established the town that became modern Hamilton.
- 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: Benton Township Triple: [Lackawanna County, contains, Benton Township]
Generated description
Benton Township is a small rural municipality located within Lackawanna County in northeastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benton Township Target entity description: Benton Township is a small rural municipality located within Lackawanna County in northeastern Pennsylvania.
-
A.
Bloom Township
Bloom Township is a civil township located in Fairfield County, Ohio, known as a local governmental subdivision within the state.
-
B.
Butler Township
Butler Township is a rural municipality in Luzerne County, Pennsylvania, known for its small communities, forests, and proximity to the Pocono region.
-
C.
Eaton Township
Eaton Township is a civil township located in Lorain County, Ohio, functioning as a local governmental subdivision within the county.
-
D.
Sylvania Township
Sylvania Township is a suburban township in northwest Ohio that serves as a residential and commercial community within the Toledo metropolitan area.
-
E.
Barton Township
Barton Township is a historic township in what is now Hamilton, Ontario, Canada, that formed the core area where city founder George Hamilton established the town that became modern Hamilton.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95469d100819087c83bc55e3ec9ce |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b847de481908163d59cc939e132 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69c69bb608190a3fb27227cd742b1 |
completed | May 3, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69d4ef7988190890f8a62280aa673 |
completed | May 3, 2026, 12:56 a.m. |
Created at: April 8, 2026, 9:57 p.m.