Triple

T1641182
Position Surface form Disambiguated ID Type / Status
Subject Wyatt Tee Walker E35473 entity
Predicate spouse P13 FINISHED
Object Theresa Ann Walker
Theresa Ann Walker is best known as the wife of prominent civil rights leader and Martin Luther King Jr. aide Wyatt Tee Walker.
E238331 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: Theresa Ann Walker | Statement: [Wyatt Tee Walker, spouse, Theresa Ann Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theresa Ann Walker
Context triple: [Wyatt Tee Walker, spouse, Theresa Ann Walker]
  • A. Theresa Preston-Werner
    Theresa Preston-Werner is an American entrepreneur and co-founder of the prenatal health startup Oula, known for her work at the intersection of technology and maternal healthcare.
  • B. Sharron Gossett
    Sharron Gossett is a child of the Academy Award–winning American actor Louis Gossett Jr.
  • C. Nancy Shevell
    Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
  • D. Shelby Moore Cullom
    Shelby Moore Cullom was an American politician who served as governor of Illinois and later as a long-serving U.S. senator in the late 19th and early 20th centuries.
  • E. Tracey Scott Wilson
    Tracey Scott Wilson is an American playwright, television writer, and screenwriter known for her work in theater and on series such as "The Americans" and "Fosse/Verdon."
  • 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: Theresa Ann Walker
Triple: [Wyatt Tee Walker, spouse, Theresa Ann Walker]
Generated description
Theresa Ann Walker is best known as the wife of prominent civil rights leader and Martin Luther King Jr. aide Wyatt Tee Walker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theresa Ann Walker
Target entity description: Theresa Ann Walker is best known as the wife of prominent civil rights leader and Martin Luther King Jr. aide Wyatt Tee Walker.
  • A. Theresa Preston-Werner
    Theresa Preston-Werner is an American entrepreneur and co-founder of the prenatal health startup Oula, known for her work at the intersection of technology and maternal healthcare.
  • B. Sharron Gossett
    Sharron Gossett is a child of the Academy Award–winning American actor Louis Gossett Jr.
  • C. Nancy Shevell
    Nancy Shevell is an American businesswoman and heiress best known for her long-term relationship and marriage to musician Paul McCartney.
  • D. Shelby Moore Cullom
    Shelby Moore Cullom was an American politician who served as governor of Illinois and later as a long-serving U.S. senator in the late 19th and early 20th centuries.
  • E. Tracey Scott Wilson
    Tracey Scott Wilson is an American playwright, television writer, and screenwriter known for her work in theater and on series such as "The Americans" and "Fosse/Verdon."
  • 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_69a88604618c81908b41f6429c431eb6 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a3c883c8190bec1d87ecedf2575 completed March 5, 2026, 4:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58ac128881909a2e75524682c1c9 completed March 9, 2026, 5:20 a.m.
NEDg Description generation batch_69ae5944543081909622e93012a31766 completed March 9, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69ae59d0fb688190858c764517aea035 completed March 9, 2026, 5:25 a.m.
Created at: March 4, 2026, 7:28 p.m.