Triple
T23355933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Township, Dauphin County, Pennsylvania |
E593050
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Enhaut, Pennsylvania
Enhaut, Pennsylvania is an unincorporated community and census-designated place in Dauphin County, near the city of Harrisburg.
|
E1583016
|
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: Enhaut, Pennsylvania | Statement: [Swatara Township, Dauphin County, Pennsylvania, contains, Enhaut, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enhaut, Pennsylvania Context triple: [Swatara Township, Dauphin County, Pennsylvania, contains, Enhaut, Pennsylvania]
-
A.
Shelocta, Pennsylvania
Shelocta, Pennsylvania is a small borough in Indiana County known for its rural character within the Ligonier Valley region of western Pennsylvania.
-
B.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
C.
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.
-
D.
Gallitzin, Pennsylvania
Gallitzin, Pennsylvania is a small borough in Cambria County known for its historic railroad tunnels and role in the region’s coal and rail transportation history.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- 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: Enhaut, Pennsylvania Triple: [Swatara Township, Dauphin County, Pennsylvania, contains, Enhaut, Pennsylvania]
Generated description
Enhaut, Pennsylvania is an unincorporated community and census-designated place in Dauphin County, near the city of Harrisburg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Enhaut, Pennsylvania Target entity description: Enhaut, Pennsylvania is an unincorporated community and census-designated place in Dauphin County, near the city of Harrisburg.
-
A.
Shelocta, Pennsylvania
Shelocta, Pennsylvania is a small borough in Indiana County known for its rural character within the Ligonier Valley region of western Pennsylvania.
-
B.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
C.
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.
-
D.
Gallitzin, Pennsylvania
Gallitzin, Pennsylvania is a small borough in Cambria County known for its historic railroad tunnels and role in the region’s coal and rail transportation history.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a176b548190bf5a08bb2585344d |
completed | April 29, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dcfa8248190a55172c9784d804a |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c60283668819096076b1bf406eaa0 |
completed | May 19, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c60b52fe88190854803902df750c5 |
completed | May 19, 2026, 1:08 p.m. |
Created at: April 17, 2026, 5:27 p.m.