Triple

T11142683
Position Surface form Disambiguated ID Type / Status
Subject Barbara Marx E263593 entity
Predicate alsoKnownAs P39 FINISHED
Object Barbara Blakeley Marx
Barbara Blakeley Marx was an American model and showgirl best known as the fourth and final wife of singer Frank Sinatra.
 E911029 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: Barbara Blakeley Marx | Statement: [Barbara Marx, alsoKnownAs, Barbara Blakeley Marx]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Blakeley Marx
Context triple: [Barbara Marx, alsoKnownAs, Barbara Blakeley Marx]
  • A. Barbara Goldsmith
    Barbara Goldsmith was an American author, journalist, and philanthropist known for her influential works of narrative history and her advocacy for human rights and freedom of expression.
  • B. Barbara Rubin
    Barbara Rubin was an experimental filmmaker and performance artist of the 1960s New York underground scene, known for her avant-garde work and collaborations with figures like Andy Warhol and the Velvet Underground.
  • C. Myra Ellen Amos
    Myra Ellen Amos is the birth name of Tori Amos, an American singer-songwriter and pianist known for her emotionally intense, piano-driven alternative rock music.
  • D. Christa B. Allen
    Christa B. Allen is an American actress best known for playing the younger version of Jennifer Garner's character in "13 Going on 30" and for her role as Charlotte Grayson on the TV series "Revenge."
  • E. Marsha Emanuel
    Marsha Emanuel is the mother of American talent agent and Endeavor CEO Ari Emanuel, and part of the prominent Emanuel family that includes former Chicago mayor Rahm Emanuel.
  • 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: Barbara Blakeley Marx
Triple: [Barbara Marx, alsoKnownAs, Barbara Blakeley Marx]
Generated description
Barbara Blakeley Marx was an American model and showgirl best known as the fourth and final wife of singer Frank Sinatra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Blakeley Marx
Target entity description: Barbara Blakeley Marx was an American model and showgirl best known as the fourth and final wife of singer Frank Sinatra.
  • A. Barbara Goldsmith
    Barbara Goldsmith was an American author, journalist, and philanthropist known for her influential works of narrative history and her advocacy for human rights and freedom of expression.
  • B. Barbara Rubin
    Barbara Rubin was an experimental filmmaker and performance artist of the 1960s New York underground scene, known for her avant-garde work and collaborations with figures like Andy Warhol and the Velvet Underground.
  • C. Myra Ellen Amos
    Myra Ellen Amos is the birth name of Tori Amos, an American singer-songwriter and pianist known for her emotionally intense, piano-driven alternative rock music.
  • D. Christa B. Allen
    Christa B. Allen is an American actress best known for playing the younger version of Jennifer Garner's character in "13 Going on 30" and for her role as Charlotte Grayson on the TV series "Revenge."
  • E. Marsha Emanuel
    Marsha Emanuel is the mother of American talent agent and Endeavor CEO Ari Emanuel, and part of the prominent Emanuel family that includes former Chicago mayor Rahm Emanuel.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8623158819096ad1678fa9e72bb completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e496c152a081909c6ad8b2a6e41927 completed April 19, 2026, 8:48 a.m.
NEDg Description generation batch_69e49a97db808190aa22d6a103a13e58 completed April 19, 2026, 9:04 a.m.
NED2 Entity disambiguation (via description) batch_69e49d71e81c8190af73931ed30e04be completed April 19, 2026, 9:16 a.m.
Created at: April 8, 2026, 9:28 p.m.