Triple

T10633870
Position Surface form Disambiguated ID Type / Status
Subject Pandro S. Berman E250526 entity
Predicate spouse P13 FINISHED
Object Kathryn Hereford
Kathryn Hereford was the wife of prominent American film producer Pandro S. Berman, associated with Hollywood’s classic studio era.
E887899 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: Kathryn Hereford | Statement: [Pandro S. Berman, spouse, Kathryn Hereford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kathryn Hereford
Context triple: [Pandro S. Berman, spouse, Kathryn Hereford]
  • A. Katherine Griffith
    Katherine Griffith was an early 20th-century American film actress known for her roles in silent-era motion pictures.
  • B. Kathryn Carver
    Kathryn Carver was an American silent film actress of the 1920s who appeared in several comedies and dramas before retiring from the screen.
  • C. Kathryn Stevens
    Kathryn Stevens is known as the daughter of the late U.S. Supreme Court Justice John Paul Stevens.
  • D. Kathryn Morris
    Kathryn Morris is an American actress best known for her lead role as Detective Lilly Rush on the television series "Cold Case."
  • E. Kathryn Chandler
    Kathryn Chandler is the wife of American actor Kyle Chandler and is known for maintaining a largely private life outside of his public career.
  • 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: Kathryn Hereford
Triple: [Pandro S. Berman, spouse, Kathryn Hereford]
Generated description
Kathryn Hereford was the wife of prominent American film producer Pandro S. Berman, associated with Hollywood’s classic studio era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kathryn Hereford
Target entity description: Kathryn Hereford was the wife of prominent American film producer Pandro S. Berman, associated with Hollywood’s classic studio era.
  • A. Katherine Griffith
    Katherine Griffith was an early 20th-century American film actress known for her roles in silent-era motion pictures.
  • B. Kathryn Carver
    Kathryn Carver was an American silent film actress of the 1920s who appeared in several comedies and dramas before retiring from the screen.
  • C. Kathryn Stevens
    Kathryn Stevens is known as the daughter of the late U.S. Supreme Court Justice John Paul Stevens.
  • D. Kathryn Morris
    Kathryn Morris is an American actress best known for her lead role as Detective Lilly Rush on the television series "Cold Case."
  • E. Kathryn Chandler
    Kathryn Chandler is the wife of American actor Kyle Chandler and is known for maintaining a largely private life outside of his public career.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfab47bc819086684edc1b6dce74 completed April 8, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69de8461e0448190b801a0ed128d9dcb completed April 14, 2026, 6:16 p.m.
NEDg Description generation batch_69de8e6f3fac8190bcd1675978d6d6d7 completed April 14, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69de8fa679cc81909cb51035e5403ce9 completed April 14, 2026, 7:04 p.m.
Created at: April 8, 2026, 9:02 p.m.