Triple

T20673696
Position Surface form Disambiguated ID Type / Status
Subject Richie Stotts E508104 entity
Predicate associatedWith P37 FINISHED
Object Wendy O. Williams
Wendy O. Williams was an American singer and shock-rock performer best known as the provocative, high-energy frontwoman of the punk-metal band Plasmatics.
E1444899 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: Wendy O. Williams | Statement: [Richie Stotts, associatedWith, Wendy O. Williams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wendy O. Williams
Context triple: [Richie Stotts, associatedWith, Wendy O. Williams]
  • A. Wendy W. Williams
    Wendy W. Williams is a legal scholar and co-author known for her work on gender equality and her collaboration on the biography of Supreme Court Justice Ruth Bader Ginsburg.
  • B. Wendy Williams
    Wendy Williams is an American media personality and former radio DJ best known for hosting the syndicated television talk show "The Wendy Williams Show."
  • C. Wendy Williams
    Wendy Williams is a British actress best known to science fiction fans for her role as the villainous Time Lord scientist in the classic Doctor Who serial "The Ark in Space."
  • D. Wendy Makkena
    Wendy Makkena is an American actress best known for her role as shy nun Sister Mary Robert in the hit comedy film "Sister Act" and its sequel.
  • E. Wendy Rhoades
    Wendy Rhoades is a brilliant in-house performance coach and psychiatrist at the hedge fund Axe Capital in the television drama "Billions," known for her sharp psychological insight and complex personal loyalties.
  • 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: Wendy O. Williams
Triple: [Richie Stotts, associatedWith, Wendy O. Williams]
Generated description
Wendy O. Williams was an American singer and shock-rock performer best known as the provocative, high-energy frontwoman of the punk-metal band Plasmatics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wendy O. Williams
Target entity description: Wendy O. Williams was an American singer and shock-rock performer best known as the provocative, high-energy frontwoman of the punk-metal band Plasmatics.
  • A. Wendy W. Williams
    Wendy W. Williams is a legal scholar and co-author known for her work on gender equality and her collaboration on the biography of Supreme Court Justice Ruth Bader Ginsburg.
  • B. Wendy Williams
    Wendy Williams is an American media personality and former radio DJ best known for hosting the syndicated television talk show "The Wendy Williams Show."
  • C. Wendy Williams
    Wendy Williams is a British actress best known to science fiction fans for her role as the villainous Time Lord scientist in the classic Doctor Who serial "The Ark in Space."
  • D. Wendy Makkena
    Wendy Makkena is an American actress best known for her role as shy nun Sister Mary Robert in the hit comedy film "Sister Act" and its sequel.
  • E. Wendy Rhoades
    Wendy Rhoades is a brilliant in-house performance coach and psychiatrist at the hedge fund Axe Capital in the television drama "Billions," known for her sharp psychological insight and complex personal loyalties.
  • 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_69e0b4c1164881909a3bf1e3ddb2bc32 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b5cca8808190a60ee28c7ea46412 completed April 20, 2026, 11:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd66b6b88190a863948cb31c9af7 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d175eefc8190a5178c0f70f7d79f completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d23e8ac48190be1726c8e4913b1a completed May 16, 2026, 8:23 p.m.
Created at: April 16, 2026, 11:44 a.m.