Triple
T3821955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benjamin Gitlow |
E88591
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Marie Gitlow
Marie Gitlow was the wife of American socialist politician and activist Benjamin Gitlow.
|
E393322
|
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: Marie Gitlow | Statement: [Benjamin Gitlow, spouse, Marie Gitlow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marie Gitlow Context triple: [Benjamin Gitlow, spouse, Marie Gitlow]
-
A.
Benjamin Gitlow
Benjamin Gitlow was an American socialist politician and activist best known as the defendant in the landmark U.S. Supreme Court free speech case Gitlow v. New York.
-
B.
Charles T. Schenck
Charles T. Schenck was a socialist activist whose conviction for distributing anti-draft leaflets during World War I led to the landmark U.S. Supreme Court case Schenck v. United States, which established the “clear and present danger” test for limits on free speech.
-
C.
Whittaker Chambers
Whittaker Chambers was an American writer and former Soviet spy whose testimony in the Alger Hiss case became a pivotal moment in the early Cold War and U.S. anti-communist politics.
-
D.
Herbert Aptheker
Herbert Aptheker was an American Marxist historian and activist best known for his pioneering scholarship on African American history and slave revolts.
-
E.
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.
- 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: Marie Gitlow Triple: [Benjamin Gitlow, spouse, Marie Gitlow]
Generated description
Marie Gitlow was the wife of American socialist politician and activist Benjamin Gitlow.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marie Gitlow Target entity description: Marie Gitlow was the wife of American socialist politician and activist Benjamin Gitlow.
-
A.
Benjamin Gitlow
Benjamin Gitlow was an American socialist politician and activist best known as the defendant in the landmark U.S. Supreme Court free speech case Gitlow v. New York.
-
B.
Charles T. Schenck
Charles T. Schenck was a socialist activist whose conviction for distributing anti-draft leaflets during World War I led to the landmark U.S. Supreme Court case Schenck v. United States, which established the “clear and present danger” test for limits on free speech.
-
C.
Whittaker Chambers
Whittaker Chambers was an American writer and former Soviet spy whose testimony in the Alger Hiss case became a pivotal moment in the early Cold War and U.S. anti-communist politics.
-
D.
Herbert Aptheker
Herbert Aptheker was an American Marxist historian and activist best known for his pioneering scholarship on African American history and slave revolts.
-
E.
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.
- 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeea62cdfc81909a3bf458b73d60e7 |
completed | March 9, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503f75f6c8190b9af77ed212a2774 |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b504a31de08190b543549a2b05b038 |
completed | March 14, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5084c8bd48190b7afc80bed196c90 |
completed | March 14, 2026, 7:03 a.m. |
Created at: March 9, 2026, 3:17 p.m.