Triple
T15934966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lebanon County |
E386417
|
entity |
| Predicate | locatedInMetropolitanArea |
P294
|
FINISHED |
| Object |
Lebanon, PA Metropolitan Statistical Area
The Lebanon, PA Metropolitan Statistical Area is a U.S. Census-defined region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities, used primarily for statistical and economic analysis.
|
E1185150
|
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: Lebanon, PA Metropolitan Statistical Area | Statement: [Lebanon County, locatedInMetropolitanArea, Lebanon, PA Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lebanon, PA Metropolitan Statistical Area Context triple: [Lebanon County, locatedInMetropolitanArea, Lebanon, PA Metropolitan Statistical Area]
-
A.
York–Hanover, Pennsylvania Metropolitan Statistical Area
The York–Hanover, Pennsylvania Metropolitan Statistical Area is a U.S. Census-defined region in south-central Pennsylvania centered on the cities of York and Hanover, encompassing their surrounding communities for demographic and economic analysis.
-
B.
Lebanon, Pennsylvania
Lebanon, Pennsylvania is a small city in Lebanon County that serves as a regional hub for agriculture, manufacturing, and local commerce in south-central Pennsylvania.
-
C.
Harrisburg micropolitan area
The Harrisburg micropolitan area is a small population center in southern Illinois centered on the city of Harrisburg, serving as a regional hub for surrounding rural communities.
-
D.
New Castle, Pennsylvania metropolitan area
The New Castle, Pennsylvania metropolitan area is a small urban region in western Pennsylvania centered on the city of New Castle and encompassing surrounding communities in Lawrence County.
-
E.
Scranton–Wilkes-Barre metropolitan area
The Scranton–Wilkes-Barre metropolitan area is a northeastern Pennsylvania urban region centered around the cities of Scranton and Wilkes-Barre, known historically for coal mining and railroads and now a diversified economic and cultural hub.
- 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: Lebanon, PA Metropolitan Statistical Area Triple: [Lebanon County, locatedInMetropolitanArea, Lebanon, PA Metropolitan Statistical Area]
Generated description
The Lebanon, PA Metropolitan Statistical Area is a U.S. Census-defined region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities, used primarily for statistical and economic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lebanon, PA Metropolitan Statistical Area Target entity description: The Lebanon, PA Metropolitan Statistical Area is a U.S. Census-defined region in south-central Pennsylvania centered on the city of Lebanon and its surrounding communities, used primarily for statistical and economic analysis.
-
A.
York–Hanover, Pennsylvania Metropolitan Statistical Area
The York–Hanover, Pennsylvania Metropolitan Statistical Area is a U.S. Census-defined region in south-central Pennsylvania centered on the cities of York and Hanover, encompassing their surrounding communities for demographic and economic analysis.
-
B.
Lebanon, Pennsylvania
Lebanon, Pennsylvania is a small city in Lebanon County that serves as a regional hub for agriculture, manufacturing, and local commerce in south-central Pennsylvania.
-
C.
Harrisburg micropolitan area
The Harrisburg micropolitan area is a small population center in southern Illinois centered on the city of Harrisburg, serving as a regional hub for surrounding rural communities.
-
D.
New Castle, Pennsylvania metropolitan area
The New Castle, Pennsylvania metropolitan area is a small urban region in western Pennsylvania centered on the city of New Castle and encompassing surrounding communities in Lawrence County.
-
E.
Scranton–Wilkes-Barre metropolitan area
The Scranton–Wilkes-Barre metropolitan area is a northeastern Pennsylvania urban region centered around the cities of Scranton and Wilkes-Barre, known historically for coal mining and railroads and now a diversified economic and cultural hub.
- 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156a8bbf48190ad10011e7eb0c6a9 |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5b514108190965e77346d8b476e |
completed | May 9, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69ffb677927c8190bd45e7bae5fcf1ed |
completed | May 9, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb7468fb88190a56cf1df5bd20f63 |
completed | May 9, 2026, 10:37 p.m. |
Created at: April 10, 2026, 4:53 a.m.