Triple

T19118562
Position Surface form Disambiguated ID Type / Status
Subject Jeff Corey E467975 entity
Predicate birthName P65 FINISHED
Object Arthur Zwerling
Arthur Zwerling, better known by his stage name Jeff Corey, was an American character actor and influential acting teacher active in film, television, and theater throughout the mid-20th century.
 E1495048 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: Arthur Zwerling | Statement: [Jeff Corey, birthName, Arthur Zwerling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arthur Zwerling
Context triple: [Jeff Corey, birthName, Arthur Zwerling]
  • A. Howard Zieff
    Howard Zieff was an American film director and former commercial photographer best known for directing popular comedies such as "Private Benjamin" and "My Girl."
  • B. Herbert Brodkin
    Herbert Brodkin was an influential American television producer known for pioneering socially conscious, issue-driven dramas during the mid-20th century.
  • C. Joseph Liebgott
    Joseph Liebgott was a paratrooper and rifleman in Easy Company of the U.S. Army’s 101st Airborne Division during World War II, known from the book and miniseries "Band of Brothers."
  • D. Seymour Feldman
    Seymour Feldman is an American philosopher known for his scholarship in early modern philosophy and Jewish thought.
  • E. Louis Gruenberg
    Louis Gruenberg was a 20th-century American composer and pianist known for his operas, film scores, and contributions to modern classical music.
  • 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: Arthur Zwerling
Triple: [Jeff Corey, birthName, Arthur Zwerling]
Generated description
Arthur Zwerling, better known by his stage name Jeff Corey, was an American character actor and influential acting teacher active in film, television, and theater throughout the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arthur Zwerling
Target entity description: Arthur Zwerling, better known by his stage name Jeff Corey, was an American character actor and influential acting teacher active in film, television, and theater throughout the mid-20th century.
  • A. Howard Zieff
    Howard Zieff was an American film director and former commercial photographer best known for directing popular comedies such as "Private Benjamin" and "My Girl."
  • B. Herbert Brodkin
    Herbert Brodkin was an influential American television producer known for pioneering socially conscious, issue-driven dramas during the mid-20th century.
  • C. Joseph Liebgott
    Joseph Liebgott was a paratrooper and rifleman in Easy Company of the U.S. Army’s 101st Airborne Division during World War II, known from the book and miniseries "Band of Brothers."
  • D. Seymour Feldman
    Seymour Feldman is an American philosopher known for his scholarship in early modern philosophy and Jewish thought.
  • E. Louis Gruenberg
    Louis Gruenberg was a 20th-century American composer and pianist known for his operas, film scores, and contributions to modern classical music.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e3c756a88190942930e6ae7242a7 completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a157a5d9481909a67f4d2294cd203 completed May 17, 2026, 7:22 p.m.
NEDg Description generation batch_6a0a1670367c819094330056f53aca2b completed May 17, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_6a0a16f6b54c81909b16531c92c873ff completed May 17, 2026, 7:28 p.m.
Created at: April 10, 2026, 12:05 p.m.