Triple

T801962
Position Surface form Disambiguated ID Type / Status
Subject Thaddeus Stevens E17147 entity
Predicate represented P192 FINISHED
Object 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.
 E95482 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 8th congressional district | Statement: [Thaddeus Stevens, represented, Pennsylvania's 8th congressional district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania's 8th congressional district
Context triple: [Thaddeus Stevens, represented, Pennsylvania's 8th congressional district]
  • A. New Jersey's 12th congressional district
    New Jersey's 12th congressional district is a central New Jersey U.S. House district that includes parts of Mercer, Middlesex, Somerset, and Union counties and is currently represented by Democrat Bonnie Watson Coleman.
  • B. Virginia's 8th congressional district
    Virginia's 8th congressional district is a heavily Democratic, urban U.S. House district in Northern Virginia that includes Arlington, Alexandria, and parts of Fairfax County just outside Washington, D.C.
  • C. New York's 28th congressional district
    New York's 28th congressional district was a former U.S. House district in western New York State that included parts of Buffalo and Rochester before being eliminated in redistricting after the 2010 census.
  • D. New York's 11th congressional district
    New York's 11th congressional district is a U.S. House district centered on Staten Island and parts of southern Brooklyn, known for its swing-voting electorate and distinctive mix of urban and suburban communities.
  • E. Texas's 8th congressional district
    Texas's 8th congressional district is a U.S. House of Representatives district in southeastern Texas that includes parts of the northern Houston suburbs and surrounding communities.
  • 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 8th congressional district
Triple: [Thaddeus Stevens, represented, Pennsylvania's 8th congressional district]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania's 8th congressional district
Target entity description: 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.
  • A. New Jersey's 12th congressional district
    New Jersey's 12th congressional district is a central New Jersey U.S. House district that includes parts of Mercer, Middlesex, Somerset, and Union counties and is currently represented by Democrat Bonnie Watson Coleman.
  • B. Virginia's 8th congressional district
    Virginia's 8th congressional district is a heavily Democratic, urban U.S. House district in Northern Virginia that includes Arlington, Alexandria, and parts of Fairfax County just outside Washington, D.C.
  • C. New York's 28th congressional district
    New York's 28th congressional district was a former U.S. House district in western New York State that included parts of Buffalo and Rochester before being eliminated in redistricting after the 2010 census.
  • D. New York's 11th congressional district
    New York's 11th congressional district is a U.S. House district centered on Staten Island and parts of southern Brooklyn, known for its swing-voting electorate and distinctive mix of urban and suburban communities.
  • E. Texas's 8th congressional district
    Texas's 8th congressional district is a U.S. House of Representatives district in southeastern Texas that includes parts of the northern Houston suburbs and surrounding communities.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4aa9e0f0081909d2a89387d6c08e1 completed March 1, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69a68924e1048190ba60034c8b8b3b9e completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a68a0f581c8190bdb2a9bda9bce1fa completed March 3, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69a6d6042aac8190ba0b092c4b3df66e completed March 3, 2026, 12:37 p.m.
Created at: March 1, 2026, 7:38 p.m.