Triple

T11296776
Position Surface form Disambiguated ID Type / Status
Subject Maggie L. Walker E267471 entity
Predicate spouse P13 FINISHED
Object Armstead Walker Jr.
Armstead Walker Jr. was the husband of pioneering African American businesswoman and civil rights leader Maggie L. Walker, supporting her prominent role in Richmond, Virginia’s Black community in the late 19th and early 20th centuries.
E917778 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: Armstead Walker Jr. | Statement: [Maggie L. Walker, spouse, Armstead Walker Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armstead Walker Jr.
Context triple: [Maggie L. Walker, spouse, Armstead Walker Jr.]
  • A. LeRoy Pope Walker
    LeRoy Pope Walker was the first Confederate States Secretary of War, overseeing the Confederate war effort at the outset of the American Civil War.
  • B. Hoke Smith
    Hoke Smith was an American politician from Georgia who served as both governor and U.S. senator and was influential in Progressive Era reforms, including agricultural and educational legislation.
  • C. Walter Terry Colquitt
    Walter Terry Colquitt was a 19th-century American politician and judge from Georgia who served as a U.S. Senator and was influential enough in state politics to have Colquitt County named in his honor.
  • D. Wilmer C. Butler
    Wilmer C. Butler, better known as Bill Butler, was an American cinematographer renowned for his work on films such as "Jaws," "Rocky II–IV," and "One Flew Over the Cuckoo’s Nest."
  • E. Joseph Burkett
    Joseph Burkett is an American defense contractor best known as the husband of journalist and war correspondent Lara Logan.
  • 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: Armstead Walker Jr.
Triple: [Maggie L. Walker, spouse, Armstead Walker Jr.]
Generated description
Armstead Walker Jr. was the husband of pioneering African American businesswoman and civil rights leader Maggie L. Walker, supporting her prominent role in Richmond, Virginia’s Black community in the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armstead Walker Jr.
Target entity description: Armstead Walker Jr. was the husband of pioneering African American businesswoman and civil rights leader Maggie L. Walker, supporting her prominent role in Richmond, Virginia’s Black community in the late 19th and early 20th centuries.
  • A. LeRoy Pope Walker
    LeRoy Pope Walker was the first Confederate States Secretary of War, overseeing the Confederate war effort at the outset of the American Civil War.
  • B. Hoke Smith
    Hoke Smith was an American politician from Georgia who served as both governor and U.S. senator and was influential in Progressive Era reforms, including agricultural and educational legislation.
  • C. Walter Terry Colquitt
    Walter Terry Colquitt was a 19th-century American politician and judge from Georgia who served as a U.S. Senator and was influential enough in state politics to have Colquitt County named in his honor.
  • D. Wilmer C. Butler
    Wilmer C. Butler, better known as Bill Butler, was an American cinematographer renowned for his work on films such as "Jaws," "Rocky II–IV," and "One Flew Over the Cuckoo’s Nest."
  • E. Joseph Burkett
    Joseph Burkett is an American defense contractor best known as the husband of journalist and war correspondent Lara Logan.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a262e08190a7c1eacbc6019496 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a32ac308190828e1138522527fb completed April 19, 2026, 5 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516ac8dec81909c9c1eece372189e completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:32 p.m.