Triple
T11213676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northumberland County, Pennsylvania |
E265372
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Little Mahanoy Township, Pennsylvania
Little Mahanoy Township, Pennsylvania is a small rural township located within Northumberland County in the central part of the state.
|
E912105
|
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: Little Mahanoy Township, Pennsylvania | Statement: [Northumberland County, Pennsylvania, containsTownship, Little Mahanoy Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Little Mahanoy Township, Pennsylvania Context triple: [Northumberland County, Pennsylvania, containsTownship, Little Mahanoy Township, Pennsylvania]
-
A.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
B.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Hyndman, Pennsylvania
Hyndman, Pennsylvania is a small borough in southern Pennsylvania known for its location in the mountainous Bedford County region near the Maryland border.
-
E.
Muhlenberg Township, Pennsylvania
Muhlenberg Township, Pennsylvania is a suburban community in Berks County located just north of the city of Reading.
- 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: Little Mahanoy Township, Pennsylvania Triple: [Northumberland County, Pennsylvania, containsTownship, Little Mahanoy Township, Pennsylvania]
Generated description
Little Mahanoy Township, Pennsylvania is a small rural township located within Northumberland County in the central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Little Mahanoy Township, Pennsylvania Target entity description: Little Mahanoy Township, Pennsylvania is a small rural township located within Northumberland County in the central part of the state.
-
A.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
B.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
C.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
D.
Hyndman, Pennsylvania
Hyndman, Pennsylvania is a small borough in southern Pennsylvania known for its location in the mountainous Bedford County region near the Maryland border.
-
E.
Muhlenberg Township, Pennsylvania
Muhlenberg Township, Pennsylvania is a suburban community in Berks County located just north of the city of Reading.
- 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_69d6aac59460819089b9848b27f57848 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8d7f47c8190b78c640ff1a01943 |
completed | April 9, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e497569efc8190b8e9cb6b1db3f94d |
completed | April 19, 2026, 8:50 a.m. |
| NEDg | Description generation | batch_69e49c0a92b08190ac5debb7d67ca776 |
completed | April 19, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e49e8dc4ec81908d0defe77827d197 |
completed | April 19, 2026, 9:21 a.m. |
Created at: April 8, 2026, 9:30 p.m.