Triple

T17094246
Position Surface form Disambiguated ID Type / Status
Subject Haley Barbour E414801 entity
Predicate spouse P13 FINISHED
Object Marsha Barbour
Marsha Barbour is an American public figure best known as the former First Lady of Mississippi and the wife of former Governor Haley Barbour.
E1249890 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: Marsha Barbour | Statement: [Haley Barbour, spouse, Marsha Barbour]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marsha Barbour
Context triple: [Haley Barbour, spouse, Marsha Barbour]
  • A. Marta Heflin
    Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
  • B. Barbara Blakeley
    Barbara Blakeley, later known as Barbara Marx, was an American model and Las Vegas showgirl best known as the fourth and final wife of singer Frank Sinatra.
  • C. Dawn Clark Netsch
    Dawn Clark Netsch was an American lawyer, law professor, and pioneering Illinois politician who became the first woman elected to statewide executive office in Illinois as comptroller and was known for her advocacy of government ethics and tax reform.
  • D. Cynthia Pepper
    Cynthia Pepper is an American actress best known for her film and television work in the early 1960s, including a prominent role opposite Elvis Presley.
  • E. Roberta Sue Ficker
    Roberta Sue Ficker is the birth name of Suzanne Farrell, the renowned American ballerina and longtime muse of choreographer George Balanchine.
  • 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: Marsha Barbour
Triple: [Haley Barbour, spouse, Marsha Barbour]
Generated description
Marsha Barbour is an American public figure best known as the former First Lady of Mississippi and the wife of former Governor Haley Barbour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marsha Barbour
Target entity description: Marsha Barbour is an American public figure best known as the former First Lady of Mississippi and the wife of former Governor Haley Barbour.
  • A. Marta Heflin
    Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
  • B. Barbara Blakeley
    Barbara Blakeley, later known as Barbara Marx, was an American model and Las Vegas showgirl best known as the fourth and final wife of singer Frank Sinatra.
  • C. Dawn Clark Netsch
    Dawn Clark Netsch was an American lawyer, law professor, and pioneering Illinois politician who became the first woman elected to statewide executive office in Illinois as comptroller and was known for her advocacy of government ethics and tax reform.
  • D. Cynthia Pepper
    Cynthia Pepper is an American actress best known for her film and television work in the early 1960s, including a prominent role opposite Elvis Presley.
  • E. Roberta Sue Ficker
    Roberta Sue Ficker is the birth name of Suzanne Farrell, the renowned American ballerina and longtime muse of choreographer George Balanchine.
  • 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_69d886cfc8e88190b05ba466edd35591 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbfb89348190942984037bd3bd2e completed April 18, 2026, 7:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012eec0d5c8190806e756aae848ba2 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012f7f8b148190914b0d7cfb2d5c5c completed May 11, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a012ffb67d4819099ec8d668cb590c9 completed May 11, 2026, 1:25 a.m.
Created at: April 10, 2026, 5:35 a.m.