Triple

T12406916
Position Surface form Disambiguated ID Type / Status
Subject 2010 United States redistricting cycle E296409 entity
Predicate includesEvent P1393 FINISHED
Object Pennsylvania 2011 redistricting
Pennsylvania 2011 redistricting was the post-2010 Census redrawing of Pennsylvania’s congressional and legislative district boundaries, a process widely scrutinized for its partisan gerrymandering implications.
 E980801 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 2011 redistricting | Statement: [2010 United States redistricting cycle, includesEvent, Pennsylvania 2011 redistricting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania 2011 redistricting
Context triple: [2010 United States redistricting cycle, includesEvent, Pennsylvania 2011 redistricting]
  • A. New Jersey legislative redistricting
    New Jersey legislative redistricting is the decennial process of redrawing the state’s legislative district boundaries to reflect population changes and ensure fair representation in the New Jersey Legislature.
  • B. Pennsylvania Legislative Reapportionment Commission
    The Pennsylvania Legislative Reapportionment Commission is the constitutionally mandated body responsible for redrawing state legislative district boundaries in Pennsylvania following each decennial census.
  • C. 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.
  • D. Pennsylvania 170th district
    Pennsylvania's 170th district is a legislative district in the Pennsylvania House of Representatives, located in Northeast Philadelphia and known for its suburban residential communities.
  • E. 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.
  • 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 2011 redistricting
Triple: [2010 United States redistricting cycle, includesEvent, Pennsylvania 2011 redistricting]
Generated description
Pennsylvania 2011 redistricting was the post-2010 Census redrawing of Pennsylvania’s congressional and legislative district boundaries, a process widely scrutinized for its partisan gerrymandering implications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania 2011 redistricting
Target entity description: Pennsylvania 2011 redistricting was the post-2010 Census redrawing of Pennsylvania’s congressional and legislative district boundaries, a process widely scrutinized for its partisan gerrymandering implications.
  • A. New Jersey legislative redistricting
    New Jersey legislative redistricting is the decennial process of redrawing the state’s legislative district boundaries to reflect population changes and ensure fair representation in the New Jersey Legislature.
  • B. Pennsylvania Legislative Reapportionment Commission
    The Pennsylvania Legislative Reapportionment Commission is the constitutionally mandated body responsible for redrawing state legislative district boundaries in Pennsylvania following each decennial census.
  • C. 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.
  • D. Pennsylvania 170th district
    Pennsylvania's 170th district is a legislative district in the Pennsylvania House of Representatives, located in Northeast Philadelphia and known for its suburban residential communities.
  • E. 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.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d4a08e0819085c656e35038e6b2 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63488cac08190a81b2151c827932e completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f635997b088190b6207fcac5594eb2 completed May 2, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69f636d727a08190882eec3fd664b64d completed May 2, 2026, 5:39 p.m.
Created at: April 8, 2026, 9:55 p.m.