Triple
T12547437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | legislativeDistrict |
P962
|
FINISHED |
| Object |
Pennsylvania's 7th congressional district
Pennsylvania's 7th congressional district is a U.S. House of Representatives district in eastern Pennsylvania that includes parts of the Lehigh Valley and surrounding areas.
|
E990916
|
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 7th congressional district | Statement: [Northampton County, Pennsylvania, legislativeDistrict, Pennsylvania's 7th congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania's 7th congressional district Context triple: [Northampton County, Pennsylvania, legislativeDistrict, Pennsylvania's 7th congressional district]
-
A.
Pennsylvania's 2nd congressional district
Pennsylvania's 2nd congressional district is a historically significant, heavily urban U.S. House district centered on Philadelphia that has long been a Democratic stronghold.
-
B.
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.
-
C.
Pennsylvania's 5th congressional district
Pennsylvania's 5th congressional district is a U.S. House of Representatives district in southeastern Pennsylvania that includes parts of the Philadelphia suburbs and surrounding communities.
-
D.
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.
-
E.
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.
- 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 7th congressional district Triple: [Northampton County, Pennsylvania, legislativeDistrict, Pennsylvania's 7th congressional district]
Generated description
Pennsylvania's 7th congressional district is a U.S. House of Representatives district in eastern Pennsylvania that includes parts of the Lehigh Valley and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania's 7th congressional district Target entity description: Pennsylvania's 7th congressional district is a U.S. House of Representatives district in eastern Pennsylvania that includes parts of the Lehigh Valley and surrounding areas.
-
A.
Pennsylvania's 2nd congressional district
Pennsylvania's 2nd congressional district is a historically significant, heavily urban U.S. House district centered on Philadelphia that has long been a Democratic stronghold.
-
B.
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.
-
C.
Pennsylvania's 5th congressional district
Pennsylvania's 5th congressional district is a U.S. House of Representatives district in southeastern Pennsylvania that includes parts of the Philadelphia suburbs and surrounding communities.
-
D.
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.
-
E.
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.
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95481ba28819099f7cd2de02e8837 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f655826bbc8190af20858342c008ff |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566fe5dc8190910bc7ad34593a58 |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65702435c8190a69e681c56a19b16 |
completed | May 2, 2026, 7:56 p.m. |
Created at: April 8, 2026, 9:57 p.m.