Triple
T7181224
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirley Graham Du Bois |
E167450
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Lola Shirley Graham
Lola Shirley Graham, better known as Shirley Graham Du Bois, was an American playwright, composer, and activist who became a prominent Pan-Africanist and the second wife of W. E. B. Du Bois.
|
E660705
|
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: Lola Shirley Graham | Statement: [Shirley Graham Du Bois, fullName, Lola Shirley Graham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lola Shirley Graham Context triple: [Shirley Graham Du Bois, fullName, Lola Shirley Graham]
-
A.
Lilia Herriton
Lilia Herriton is a central character in E.M. Forster's novel "Where Angels Fear to Tread," whose impulsive choices and ill-fated romance in Italy drive the story's exploration of cultural conflict and personal freedom.
-
B.
Olive Latham
"Olive Latham" is a lesser-known novel by Ethel Lilian Voynich, the author of the famous revolutionary novel "The Gadfly."
-
C.
Bonita Granville
Bonita Granville was an American film and television actress and producer best known for her early success as a child star, including an Academy Award–nominated performance in "These Three" and her popular portrayal of Nancy Drew in the late 1930s film series.
-
D.
Lillian Randolph
Lillian Randolph was an American actress and singer best known for her character roles in radio, film, and television from the 1930s through the 1950s, including her work on "The Great Gildersleeve" and "It's a Wonderful Life."
-
E.
Mary Ellen Lancaster
Mary Ellen Lancaster was the mother of the infamous American bank robber John Dillinger.
- 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: Lola Shirley Graham Triple: [Shirley Graham Du Bois, fullName, Lola Shirley Graham]
Generated description
Lola Shirley Graham, better known as Shirley Graham Du Bois, was an American playwright, composer, and activist who became a prominent Pan-Africanist and the second wife of W. E. B. Du Bois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lola Shirley Graham Target entity description: Lola Shirley Graham, better known as Shirley Graham Du Bois, was an American playwright, composer, and activist who became a prominent Pan-Africanist and the second wife of W. E. B. Du Bois.
-
A.
Lilia Herriton
Lilia Herriton is a central character in E.M. Forster's novel "Where Angels Fear to Tread," whose impulsive choices and ill-fated romance in Italy drive the story's exploration of cultural conflict and personal freedom.
-
B.
Olive Latham
"Olive Latham" is a lesser-known novel by Ethel Lilian Voynich, the author of the famous revolutionary novel "The Gadfly."
-
C.
Bonita Granville
Bonita Granville was an American film and television actress and producer best known for her early success as a child star, including an Academy Award–nominated performance in "These Three" and her popular portrayal of Nancy Drew in the late 1930s film series.
-
D.
Lillian Randolph
Lillian Randolph was an American actress and singer best known for her character roles in radio, film, and television from the 1930s through the 1950s, including her work on "The Great Gildersleeve" and "It's a Wonderful Life."
-
E.
Mary Ellen Lancaster
Mary Ellen Lancaster was the mother of the infamous American bank robber John Dillinger.
- 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_69c6888a7c548190a3d39b52a393080f |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e8bc25088190a7d7f3ba2461b5e9 |
completed | March 27, 2026, 8:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802a38b608190bb87dd9af4fd3ef5 |
completed | March 28, 2026, 4:32 p.m. |
| NEDg | Description generation | batch_69c8038127408190947cb7002ccc0dec |
completed | March 28, 2026, 4:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8040a40088190b37192429678fd3e |
completed | March 28, 2026, 4:38 p.m. |
Created at: March 27, 2026, 2:49 p.m.