Triple
T1460335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aptheker |
E31496
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
Herbert Aptheker
Herbert Aptheker was an American Marxist historian and activist best known for his pioneering scholarship on African American history and slave revolts.
|
E169887
|
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: Herbert Aptheker | Statement: [Aptheker, notableBearer, Herbert Aptheker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbert Aptheker Context triple: [Aptheker, notableBearer, Herbert Aptheker]
-
A.
Paul Buhle
Paul Buhle is an American historian and editor known for his work on radical politics, labor history, and comics, often exploring the intersection of leftist movements and popular culture.
-
B.
Bettina Aptheker
Bettina Aptheker is an American political activist, feminist scholar, and professor known for her prominent role in the 1960s student movements and long-standing work in civil rights and social justice.
-
C.
Horace M. Kallen
Horace M. Kallen was an American philosopher and cultural pluralist best known for developing the concept of cultural pluralism in the United States and advocating for ethnic diversity and Zionism.
-
D.
Morris Hillquit
Morris Hillquit was a prominent early 20th-century American socialist leader, lawyer, and political theorist who helped shape the socialist movement in the United States.
-
E.
Edward Glazer
Edward Glazer is an American businessman and member of the Glazer family, known for their ownership stakes in major sports franchises such as Manchester United and the Tampa Bay Buccaneers.
- 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: Herbert Aptheker Triple: [Aptheker, notableBearer, Herbert Aptheker]
Generated description
Herbert Aptheker was an American Marxist historian and activist best known for his pioneering scholarship on African American history and slave revolts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herbert Aptheker Target entity description: Herbert Aptheker was an American Marxist historian and activist best known for his pioneering scholarship on African American history and slave revolts.
-
A.
Paul Buhle
Paul Buhle is an American historian and editor known for his work on radical politics, labor history, and comics, often exploring the intersection of leftist movements and popular culture.
-
B.
Bettina Aptheker
Bettina Aptheker is an American political activist, feminist scholar, and professor known for her prominent role in the 1960s student movements and long-standing work in civil rights and social justice.
-
C.
Horace M. Kallen
Horace M. Kallen was an American philosopher and cultural pluralist best known for developing the concept of cultural pluralism in the United States and advocating for ethnic diversity and Zionism.
-
D.
Morris Hillquit
Morris Hillquit was a prominent early 20th-century American socialist leader, lawyer, and political theorist who helped shape the socialist movement in the United States.
-
E.
Edward Glazer
Edward Glazer is an American businessman and member of the Glazer family, known for their ownership stakes in major sports franchises such as Manchester United and the Tampa Bay Buccaneers.
- 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_69a49917dfc081909acdbdf5d684f1ef |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c59d6dd88190b8ff3bda90aef7e2 |
completed | March 1, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad15a299ac81908f37085a107c8e9f |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad17e3fe5081908c8b39d56e1d6625 |
completed | March 8, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad18c7d7448190961fa1aec539ab04 |
completed | March 8, 2026, 6:35 a.m. |
Created at: March 1, 2026, 8 p.m.