Triple
T11886692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sam Johnson |
E282801
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Shirley Melton Johnson
Shirley Melton Johnson is the wife of Sam Johnson, known primarily in relation to his public and personal life.
|
E1069992
|
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: Shirley Melton Johnson | Statement: [Sam Johnson, spouse, Shirley Melton Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirley Melton Johnson Context triple: [Sam Johnson, spouse, Shirley Melton Johnson]
-
A.
Althea Young Johnson
Althea Young Johnson was the wife of famed aerospace engineer Clarence "Kelly" Johnson, a key figure in his personal life during his pioneering work at Lockheed's Skunk Works.
-
B.
Lelia McWilliams
Lelia McWilliams, better known as A'Lelia Walker, was an American businesswoman and patron of the arts who played a prominent role in Harlem's cultural life during the Harlem Renaissance.
-
C.
Shirley Franklin
Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
-
D.
Betty Wold Johnson
Betty Wold Johnson was an American philanthropist and arts patron closely associated with the Johnson & Johnson family legacy.
-
E.
Shirley Yarbrough
Shirley Yarbrough was the wife of prominent civil rights leader and presidential adviser Vernon E. Jordan Jr.
- 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: Shirley Melton Johnson Triple: [Sam Johnson, spouse, Shirley Melton Johnson]
Generated description
Shirley Melton Johnson is the wife of Sam Johnson, known primarily in relation to his public and personal life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shirley Melton Johnson Target entity description: Shirley Melton Johnson is the wife of Sam Johnson, known primarily in relation to his public and personal life.
-
A.
Althea Young Johnson
Althea Young Johnson was the wife of famed aerospace engineer Clarence "Kelly" Johnson, a key figure in his personal life during his pioneering work at Lockheed's Skunk Works.
-
B.
Lelia McWilliams
Lelia McWilliams, better known as A'Lelia Walker, was an American businesswoman and patron of the arts who played a prominent role in Harlem's cultural life during the Harlem Renaissance.
-
C.
Shirley Franklin
Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
-
D.
Betty Wold Johnson
Betty Wold Johnson was an American philanthropist and arts patron closely associated with the Johnson & Johnson family legacy.
-
E.
Shirley Yarbrough
Shirley Yarbrough was the wife of prominent civil rights leader and presidential adviser Vernon E. Jordan Jr.
- 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_69d6ab2a90b08190a4e818821cc93e6d |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8d3a13370819086386fecb99e4f0b |
completed | April 10, 2026, 10:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce593bbc8190827ca217f43140b9 |
completed | May 3, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69f9fd56da288190b2bd33bc496c3fb9 |
completed | May 5, 2026, 2:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fb039fdb1c8190ad5286d1cfe80a29 |
completed | May 6, 2026, 9:02 a.m. |
Created at: April 8, 2026, 9:44 p.m.