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.