Triple

T18865730
Position Surface form Disambiguated ID Type / Status
Subject Jessica Mitford E461431 entity
Predicate spouse P13 FINISHED
Object Robert Treuhaft
Robert Treuhaft was an American labor and civil rights attorney known for his leftist activism and partnership, both personal and professional, with writer Jessica Mitford.
E1403871 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: Robert Treuhaft | Statement: [Jessica Mitford, spouse, Robert Treuhaft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Treuhaft
Context triple: [Jessica Mitford, spouse, Robert Treuhaft]
  • A. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • B. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • C. John Requa
    John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
  • D. Richard Vreeland
    Richard Vreeland, better known by his stage name Disasterpeace, is an American composer renowned for his atmospheric and synth-driven video game and film soundtracks.
  • E. Robert Eideman
    Robert Eideman was a Soviet military commander and Red Army officer prominent during the Russian Civil War and later a victim of Stalin’s Great Purge.
  • 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: Robert Treuhaft
Triple: [Jessica Mitford, spouse, Robert Treuhaft]
Generated description
Robert Treuhaft was an American labor and civil rights attorney known for his leftist activism and partnership, both personal and professional, with writer Jessica Mitford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Treuhaft
Target entity description: Robert Treuhaft was an American labor and civil rights attorney known for his leftist activism and partnership, both personal and professional, with writer Jessica Mitford.
  • A. John Eisendrath
    John Eisendrath is a television writer and producer best known for his work on series such as "The Blacklist" and "Alias."
  • B. Martin J. Hillenbrand
    Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
  • C. John Requa
    John Requa is an American screenwriter and director known for co-writing films such as "Bad Santa," "I Love You Phillip Morris," and "Jungle Cruise."
  • D. Richard Vreeland
    Richard Vreeland, better known by his stage name Disasterpeace, is an American composer renowned for his atmospheric and synth-driven video game and film soundtracks.
  • E. Robert Eideman
    Robert Eideman was a Soviet military commander and Red Army officer prominent during the Russian Civil War and later a victim of Stalin’s Great Purge.
  • 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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c2a5074481908941fcbb3b3eefa2 completed April 20, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07fdaed2c88190b96f7de279fffa39 completed May 16, 2026, 5:16 a.m.
NEDg Description generation batch_6a07fe33c1a8819099a52d47d0b0d59b completed May 16, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_6a07ff598550819093b6303a88dfefd2 completed May 16, 2026, 5:23 a.m.
Created at: April 10, 2026, 11:57 a.m.