Triple

T16998195
Position Surface form Disambiguated ID Type / Status
Subject Wisconsin's 1st congressional district E412370 entity
Predicate currentRepresentative P537 FINISHED
Object Bryan Steil
Bryan Steil is a Republican U.S. Representative and attorney serving in Congress on behalf of southeastern Wisconsin.
E1245161 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: Bryan Steil | Statement: [Wisconsin's 1st congressional district, currentRepresentative, Bryan Steil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bryan Steil
Context triple: [Wisconsin's 1st congressional district, currentRepresentative, Bryan Steil]
  • A. Mark Pocan
    Mark Pocan is a Democratic U.S. Representative from Wisconsin known for his progressive politics and advocacy on labor, LGBTQ+ rights, and economic justice.
  • B. Chase Graves
    Chase Graves is a major character in the TV series "iZombie," serving as the stern and militaristic leader of the private military company Fillmore-Graves.
  • C. Michael Lee
    Michael Lee is a young, intelligent, and increasingly ruthless drug dealer from the television series "The Wire," whose rise in West Baltimore’s drug trade reflects the cycle of violence and limited choices facing inner-city youth.
  • D. Marty Mikalski
    Marty Mikalski is the paranoid, stoner college student whose unexpected insight and survival instincts play a crucial role in the horror-comedy film "The Cabin in the Woods."
  • E. Jens Steube
    Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
  • 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: Bryan Steil
Triple: [Wisconsin's 1st congressional district, currentRepresentative, Bryan Steil]
Generated description
Bryan Steil is a Republican U.S. Representative and attorney serving in Congress on behalf of southeastern Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bryan Steil
Target entity description: Bryan Steil is a Republican U.S. Representative and attorney serving in Congress on behalf of southeastern Wisconsin.
  • A. Mark Pocan
    Mark Pocan is a Democratic U.S. Representative from Wisconsin known for his progressive politics and advocacy on labor, LGBTQ+ rights, and economic justice.
  • B. Chase Graves
    Chase Graves is a major character in the TV series "iZombie," serving as the stern and militaristic leader of the private military company Fillmore-Graves.
  • C. Michael Lee
    Michael Lee is a young, intelligent, and increasingly ruthless drug dealer from the television series "The Wire," whose rise in West Baltimore’s drug trade reflects the cycle of violence and limited choices facing inner-city youth.
  • D. Marty Mikalski
    Marty Mikalski is the paranoid, stoner college student whose unexpected insight and survival instincts play a crucial role in the horror-comedy film "The Cabin in the Woods."
  • E. Jens Steube
    Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
  • 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d37c16d081908ea5e25c992cb254 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc18e6988190b42b3d251cf00b98 completed May 10, 2026, 7:27 p.m.
NEDg Description generation batch_6a0114d68c8481909111bfab22882bb2 completed May 10, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0118ba68408190b242154c40461f21 completed May 10, 2026, 11:46 p.m.
Created at: April 10, 2026, 5:32 a.m.