Triple
T4113529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armstrong County, Pennsylvania |
E90233
|
entity |
| Predicate | congressionalDistrict |
P3909
|
FINISHED |
| Object |
Pennsylvania's 15th congressional district
Pennsylvania's 15th congressional district is a U.S. House of Representatives district in Pennsylvania that has historically covered a largely rural and small-city region of the state.
|
E413218
|
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: Pennsylvania's 15th congressional district | Statement: [Armstrong County, Pennsylvania, congressionalDistrict, Pennsylvania's 15th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania's 15th congressional district Context triple: [Armstrong County, Pennsylvania, congressionalDistrict, Pennsylvania's 15th congressional district]
-
A.
Pennsylvania's 11th congressional district
Pennsylvania's 11th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist Thaddeus Stevens.
-
B.
Pennsylvania's 21st congressional district
Pennsylvania's 21st congressional district was a former U.S. House district in northwestern Pennsylvania that included areas such as Erie and was once represented by future governor Tom Ridge.
-
C.
Pennsylvania's 9th congressional district
Pennsylvania's 9th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist leader Thaddeus Stevens.
-
D.
Pennsylvania's 8th congressional district
Pennsylvania's 8th congressional district is a U.S. House of Representatives district in northeastern Pennsylvania that has historically included parts of the Scranton–Wilkes-Barre and Philadelphia suburban regions, and was once represented by influential abolitionist Thaddeus Stevens.
-
E.
Maryland's 5th congressional district
Maryland's 5th congressional district is a U.S. House of Representatives district in Maryland that includes parts of the Washington, D.C. metropolitan area and Southern Maryland.
- 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: Pennsylvania's 15th congressional district Triple: [Armstrong County, Pennsylvania, congressionalDistrict, Pennsylvania's 15th congressional district]
Generated description
Pennsylvania's 15th congressional district is a U.S. House of Representatives district in Pennsylvania that has historically covered a largely rural and small-city region of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania's 15th congressional district Target entity description: Pennsylvania's 15th congressional district is a U.S. House of Representatives district in Pennsylvania that has historically covered a largely rural and small-city region of the state.
-
A.
Pennsylvania's 11th congressional district
Pennsylvania's 11th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist Thaddeus Stevens.
-
B.
Pennsylvania's 21st congressional district
Pennsylvania's 21st congressional district was a former U.S. House district in northwestern Pennsylvania that included areas such as Erie and was once represented by future governor Tom Ridge.
-
C.
Pennsylvania's 9th congressional district
Pennsylvania's 9th congressional district is a U.S. House of Representatives district in Pennsylvania historically associated with influential 19th-century congressman and abolitionist leader Thaddeus Stevens.
-
D.
Pennsylvania's 8th congressional district
Pennsylvania's 8th congressional district is a U.S. House of Representatives district in northeastern Pennsylvania that has historically included parts of the Scranton–Wilkes-Barre and Philadelphia suburban regions, and was once represented by influential abolitionist Thaddeus Stevens.
-
E.
Maryland's 5th congressional district
Maryland's 5th congressional district is a U.S. House of Representatives district in Maryland that includes parts of the Washington, D.C. metropolitan area and Southern Maryland.
- 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_69aed95c080881908125e30c5dcdc6f8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af01e06ce48190b840d931e44095ea |
completed | March 9, 2026, 5:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b8e30448190a1ac0df969c83631 |
completed | March 14, 2026, 2:07 p.m. |
| NEDg | Description generation | batch_69b56c18d7a48190b00f06b3987253fe |
completed | March 14, 2026, 2:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56ca671d0819097760161832998b0 |
completed | March 14, 2026, 2:11 p.m. |
Created at: March 9, 2026, 3:41 p.m.