Triple

T10463134
Position Surface form Disambiguated ID Type / Status
Subject Hackney Downs School E246725 entity
Predicate educated P5 FINISHED
Object Norman Fruchter
Norman Fruchter was an American writer, filmmaker, and education reform advocate known for his work on urban schooling and community-based education.
 E868757 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: Norman Fruchter | Statement: [Hackney Downs School, educated, Norman Fruchter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norman Fruchter
Context triple: [Hackney Downs School, educated, Norman Fruchter]
  • A. Murray Schisgal
    Murray Schisgal was an American playwright and screenwriter known for his offbeat comedies and for co-writing the acclaimed film "Tootsie."
  • B. Norman Landsberg
    Norman Landsberg is a songwriter best known for co-writing the track "99 Problems."
  • C. Norman Resnick
    Norman Resnick is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Resnick.
  • D. David H. Steinberg
    David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
  • E. Lawrence Hauben
    Lawrence Hauben was an American screenwriter best known for co-writing the acclaimed film adaptation of "One Flew Over the Cuckoo's Nest," for which he received an Academy Award nomination.
  • 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: Norman Fruchter
Triple: [Hackney Downs School, educated, Norman Fruchter]
Generated description
Norman Fruchter was an American writer, filmmaker, and education reform advocate known for his work on urban schooling and community-based education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Norman Fruchter
Target entity description: Norman Fruchter was an American writer, filmmaker, and education reform advocate known for his work on urban schooling and community-based education.
  • A. Murray Schisgal
    Murray Schisgal was an American playwright and screenwriter known for his offbeat comedies and for co-writing the acclaimed film "Tootsie."
  • B. Norman Landsberg
    Norman Landsberg is a songwriter best known for co-writing the track "99 Problems."
  • C. Norman Resnick
    Norman Resnick is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Resnick.
  • D. David H. Steinberg
    David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
  • E. Lawrence Hauben
    Lawrence Hauben was an American screenwriter best known for co-writing the acclaimed film adaptation of "One Flew Over the Cuckoo's Nest," for which he received an Academy Award nomination.
  • 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_69d381c16c248190a2fe5b471e584e9c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50884fac48190af22e181b1492557 completed April 7, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90dac584081909a79bc300b9338c8 completed April 10, 2026, 2:48 p.m.
NEDg Description generation batch_69d91196e4e88190bb4aeae8c475d636 completed April 10, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69d9126254408190a79ea571649416f6 completed April 10, 2026, 3:08 p.m.
Created at: April 6, 2026, 12:19 p.m.