Triple

T6126736
Position Surface form Disambiguated ID Type / Status
Subject Water for Elephants E136612 entity
Predicate mainCharacter P1183 FINISHED
Object August Rosenbluth
August Rosenbluth is the charismatic yet cruel animal trainer and circus manager who serves as the primary antagonist in Sara Gruen’s novel "Water for Elephants."
E634381 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: August Rosenbluth | Statement: [Water for Elephants, mainCharacter, August Rosenbluth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: August Rosenbluth
Context triple: [Water for Elephants, mainCharacter, August Rosenbluth]
  • A. Donald Rosenfeld
    Donald Rosenfeld is an American film producer known for his work on acclaimed independent and art-house films, including collaborations with prominent directors and projects like "Effie Gray."
  • B. M. Edgar Rosenblum
    M. Edgar Rosenblum was a prominent American theater producer and arts administrator best known for his leadership in regional theater development.
  • C. Herb Jaffe
    Herb Jaffe was an American film producer known for his work on genre films, including the cult horror classic "Fright Night" (1985).
  • D. Joseph E. Levine
    Joseph E. Levine was an influential American film producer and distributor known for aggressively marketing and popularizing both foreign and domestic films in the mid-20th century.
  • E. Ralph Berkowitz
    Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
  • 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: August Rosenbluth
Triple: [Water for Elephants, mainCharacter, August Rosenbluth]
Generated description
August Rosenbluth is the charismatic yet cruel animal trainer and circus manager who serves as the primary antagonist in Sara Gruen’s novel "Water for Elephants."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: August Rosenbluth
Target entity description: August Rosenbluth is the charismatic yet cruel animal trainer and circus manager who serves as the primary antagonist in Sara Gruen’s novel "Water for Elephants."
  • A. Donald Rosenfeld
    Donald Rosenfeld is an American film producer known for his work on acclaimed independent and art-house films, including collaborations with prominent directors and projects like "Effie Gray."
  • B. M. Edgar Rosenblum
    M. Edgar Rosenblum was a prominent American theater producer and arts administrator best known for his leadership in regional theater development.
  • C. Herb Jaffe
    Herb Jaffe was an American film producer known for his work on genre films, including the cult horror classic "Fright Night" (1985).
  • D. Joseph E. Levine
    Joseph E. Levine was an influential American film producer and distributor known for aggressively marketing and popularizing both foreign and domestic films in the mid-20th century.
  • E. Ralph Berkowitz
    Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c2a13a48190b80e11d58fc87c8a completed March 22, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c769d6f40c8190a59df50d44c50cea completed March 28, 2026, 5:40 a.m.
NEDg Description generation batch_69c76bfc62e08190868bc15773aa1fbd completed March 28, 2026, 5:49 a.m.
NED2 Entity disambiguation (via description) batch_69c76c2dfea881909e8d3577db0d6bc4 completed March 28, 2026, 5:50 a.m.
Created at: March 22, 2026, 4:15 p.m.