Triple
T19181395
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huntingdon County, Pennsylvania |
E469582
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Mapleton, Pennsylvania
Mapleton, Pennsylvania is a small borough situated along the Juniata River in central Pennsylvania, historically linked to the region’s coal and railroad industries.
|
E1362492
|
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: Mapleton, Pennsylvania | Statement: [Huntingdon County, Pennsylvania, contains, Mapleton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mapleton, Pennsylvania Context triple: [Huntingdon County, Pennsylvania, contains, Mapleton, Pennsylvania]
-
A.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
-
B.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
C.
Milton, Pennsylvania
Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
-
D.
Lewisberry, Pennsylvania
Lewisberry, Pennsylvania is a small borough in York County known for its proximity to outdoor recreation areas, including the nearby Roundtop Mountain Resort.
-
E.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
- 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: Mapleton, Pennsylvania Triple: [Huntingdon County, Pennsylvania, contains, Mapleton, Pennsylvania]
Generated description
Mapleton, Pennsylvania is a small borough situated along the Juniata River in central Pennsylvania, historically linked to the region’s coal and railroad industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mapleton, Pennsylvania Target entity description: Mapleton, Pennsylvania is a small borough situated along the Juniata River in central Pennsylvania, historically linked to the region’s coal and railroad industries.
-
A.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
-
B.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
C.
Milton, Pennsylvania
Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
-
D.
Lewisberry, Pennsylvania
Lewisberry, Pennsylvania is a small borough in York County known for its proximity to outdoor recreation areas, including the nearby Roundtop Mountain Resort.
-
E.
Brownsville, Pennsylvania
Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
- 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_69d8dd09d5a081909ae43c286651ae5a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f61be86c81908710341262e911cd |
completed | April 20, 2026, 9:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f8b43d988190958b315d7634f86d |
completed | May 15, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a06f91fe48081909cb332dca4bdb1f4 |
completed | May 15, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f9a5bddc8190acb60a66c5fc3536 |
completed | May 15, 2026, 10:47 a.m. |
Created at: April 10, 2026, 12:07 p.m.