Triple

T613546
Position Surface form Disambiguated ID Type / Status
Subject Freedom Rides E12151 entity
Predicate participant P858 FINISHED
Object Jim Zwerg
Jim Zwerg is an American civil rights activist best known for his courageous role as a white Freedom Rider who was brutally attacked while challenging segregation in the early 1960s.
E76581 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: Jim Zwerg | Statement: [Freedom Rides, participant, Jim Zwerg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jim Zwerg
Context triple: [Freedom Rides, participant, Jim Zwerg]
  • A. Snitz Edwards
    Snitz Edwards was a Hungarian-American character actor of the silent film era, known for his comic and supporting roles in numerous Hollywood productions.
  • B. Randall James Hamilton Zwinge
    Randall James Hamilton Zwinge, better known as James Randi, was a Canadian-American stage magician and prominent skeptic famed for debunking paranormal and pseudoscientific claims.
  • C. Eddie Brinkman
    Eddie Brinkman was an American Major League Baseball shortstop known primarily for his strong defensive play during the 1960s and early 1970s.
  • D. Joe Zee
    Joe Zee is a Canadian-born fashion stylist, editor, and television personality known for his influential work in fashion media and style-focused TV shows.
  • E. Jimmy Ba
    Jimmy Ba is a prominent machine learning researcher known for his work on deep learning optimization methods such as the Adam optimizer.
  • 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: Jim Zwerg
Triple: [Freedom Rides, participant, Jim Zwerg]
Generated description
Jim Zwerg is an American civil rights activist best known for his courageous role as a white Freedom Rider who was brutally attacked while challenging segregation in the early 1960s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jim Zwerg
Target entity description: Jim Zwerg is an American civil rights activist best known for his courageous role as a white Freedom Rider who was brutally attacked while challenging segregation in the early 1960s.
  • A. Snitz Edwards
    Snitz Edwards was a Hungarian-American character actor of the silent film era, known for his comic and supporting roles in numerous Hollywood productions.
  • B. Randall James Hamilton Zwinge
    Randall James Hamilton Zwinge, better known as James Randi, was a Canadian-American stage magician and prominent skeptic famed for debunking paranormal and pseudoscientific claims.
  • C. Eddie Brinkman
    Eddie Brinkman was an American Major League Baseball shortstop known primarily for his strong defensive play during the 1960s and early 1970s.
  • D. Joe Zee
    Joe Zee is a Canadian-born fashion stylist, editor, and television personality known for his influential work in fashion media and style-focused TV shows.
  • E. Jimmy Ba
    Jimmy Ba is a prominent machine learning researcher known for his work on deep learning optimization methods such as the Adam optimizer.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49e08dbf88190ab050078a63e266b completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a533dabe288190ab25bd6d76e79d06 completed March 2, 2026, 6:53 a.m.
NEDg Description generation batch_69a54e4849f48190868d7b624e450dc3 completed March 2, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69a55048e2ec81908d306f44b2ca24fa completed March 2, 2026, 8:54 a.m.
Created at: March 1, 2026, 7:35 p.m.