Triple
T8151305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republican Party presidential primaries, 2024 |
E190338
|
entity |
| Predicate | hasCandidate |
P1221
|
FINISHED |
| Object |
Perry Johnson
Perry Johnson is an American businessman and political figure who ran a long-shot campaign for the 2024 Republican presidential nomination.
|
E755624
|
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: Perry Johnson | Statement: [Republican Party presidential primaries, 2024, hasCandidate, Perry Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perry Johnson Context triple: [Republican Party presidential primaries, 2024, hasCandidate, Perry Johnson]
-
A.
Johnston McCulley
Johnston McCulley was an American writer best known as the creator of the swashbuckling masked hero Zorro.
-
B.
Frank Johnston
Frank Johnston was a Canadian landscape painter best known as one of the original members of the Group of Seven, a pioneering modern art movement in early 20th-century Canada.
-
C.
Perry Hamer
Perry Hamer was the husband of prominent civil rights activist Fannie Lou Hamer and a supportive partner in her work for racial and social justice in Mississippi.
-
D.
George Shively
George Shively was an early 20th-century Negro league outfielder known for his speed, strong defense, and key role on several prominent Black baseball teams.
-
E.
Charles S. Johnson
Charles S. Johnson was an influential African American sociologist, editor, and civil rights leader whose work on race relations and urban Black life made him a key intellectual figure of the early 20th century.
- 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: Perry Johnson Triple: [Republican Party presidential primaries, 2024, hasCandidate, Perry Johnson]
Generated description
Perry Johnson is an American businessman and political figure who ran a long-shot campaign for the 2024 Republican presidential nomination.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Perry Johnson Target entity description: Perry Johnson is an American businessman and political figure who ran a long-shot campaign for the 2024 Republican presidential nomination.
-
A.
Johnston McCulley
Johnston McCulley was an American writer best known as the creator of the swashbuckling masked hero Zorro.
-
B.
Frank Johnston
Frank Johnston was a Canadian landscape painter best known as one of the original members of the Group of Seven, a pioneering modern art movement in early 20th-century Canada.
-
C.
Perry Hamer
Perry Hamer was the husband of prominent civil rights activist Fannie Lou Hamer and a supportive partner in her work for racial and social justice in Mississippi.
-
D.
George Shively
George Shively was an early 20th-century Negro league outfielder known for his speed, strong defense, and key role on several prominent Black baseball teams.
-
E.
Charles S. Johnson
Charles S. Johnson was an influential African American sociologist, editor, and civil rights leader whose work on race relations and urban Black life made him a key intellectual figure of the early 20th century.
- 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_69ca82be7ba8819087de0147e9292c83 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4483799c81908e73f9a87ed99185 |
completed | March 31, 2026, 3:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf421875f88190a005c3ffba04dffe |
completed | April 3, 2026, 4:29 a.m. |
| NEDg | Description generation | batch_69cf43ead588819094089bea94c27207 |
completed | April 3, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf453fa3e4819082466c59649c2f35 |
completed | April 3, 2026, 4:42 a.m. |
Created at: March 30, 2026, 5:37 p.m.