Triple
T13379611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lycoming County |
E319278
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Hughesville
Hughesville is a small borough in north-central Pennsylvania known for its rural character and community events such as the annual Lycoming County Fair.
|
E1036772
|
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: Hughesville | Statement: [Lycoming County, hasSettlement, Hughesville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hughesville Context triple: [Lycoming County, hasSettlement, Hughesville]
-
A.
Hughesville, Maryland
Hughesville, Maryland is an unincorporated community and rural crossroads village in Charles County that serves as a regional commercial and administrative center in Southern Maryland.
-
B.
Petersville
Petersville is a small, remote community in Alaska known as a gateway to outdoor recreation and backcountry areas within the Matanuska-Susitna Borough.
-
C.
Saulsville
Saulsville is a residential township in the Pretoria area of South Africa, closely linked historically and geographically with neighboring Atteridgeville.
-
D.
Stevensville
Stevensville is a small community within the town of Fort Erie in Ontario, Canada.
-
E.
Thurmont, Maryland
Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State Park.
- 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: Hughesville Triple: [Lycoming County, hasSettlement, Hughesville]
Generated description
Hughesville is a small borough in north-central Pennsylvania known for its rural character and community events such as the annual Lycoming County Fair.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hughesville Target entity description: Hughesville is a small borough in north-central Pennsylvania known for its rural character and community events such as the annual Lycoming County Fair.
-
A.
Hughesville, Maryland
Hughesville, Maryland is an unincorporated community and rural crossroads village in Charles County that serves as a regional commercial and administrative center in Southern Maryland.
-
B.
Petersville
Petersville is a small, remote community in Alaska known as a gateway to outdoor recreation and backcountry areas within the Matanuska-Susitna Borough.
-
C.
Saulsville
Saulsville is a residential township in the Pretoria area of South Africa, closely linked historically and geographically with neighboring Atteridgeville.
-
D.
Stevensville
Stevensville is a small community within the town of Fort Erie in Ontario, Canada.
-
E.
Thurmont, Maryland
Thurmont, Maryland is a small town in northern Frederick County known as a gateway to the Catoctin Mountains and nearby Catoctin Mountain Park and Cunningham Falls State Park.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce56c6c8190adf4e19f6d1bc233 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7268b09808190b4ffd1db72e1f1f1 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7277a73248190aa59a997d719cab8 |
completed | May 3, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7281e150081909a92201ceb30b8d6 |
completed | May 3, 2026, 10:49 a.m. |
Created at: April 9, 2026, 9:33 p.m.