Triple

T4955532
Position Surface form Disambiguated ID Type / Status
Subject Jerry Schatzberg E111271 entity
Predicate notableWork P4 FINISHED
Object The Panic in Needle Park
The Panic in Needle Park is a 1971 American drama film directed by Jerry Schatzberg that offers a gritty, realistic portrayal of heroin addiction in New York City and features one of Al Pacino’s early breakthrough performances.
E483624 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: The Panic in Needle Park | Statement: [Jerry Schatzberg, notableWork, The Panic in Needle Park]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Panic in Needle Park
Context triple: [Jerry Schatzberg, notableWork, The Panic in Needle Park]
  • A. Dopesick
    Dopesick is a drama miniseries that explores the origins and devastating impact of the U.S. opioid crisis, focusing on the roles of pharmaceutical companies, doctors, and law enforcement.
  • B. Serpico
    Serpico is a 1973 crime drama film based on the true story of NYPD officer Frank Serpico, who exposed widespread police corruption.
  • C. Straight Time
    "Straight Time" is a somber, narrative-driven song by Bruce Springsteen that reflects on the struggles of an ex-convict trying to rebuild his life after prison.
  • D. Burnt Offerings
    Burnt Offerings is a 1976 supernatural horror film about a family menaced by a malevolent house, noted for its atmospheric dread and starring Karen Black and Oliver Reed.
  • E. Junkie
    "Junkie" is a semi-autobiographical novel by William S. Burroughs that offers a stark, firsthand portrayal of drug addiction and urban underworld life, and is considered an early landmark of the Beat Generation.
  • 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: The Panic in Needle Park
Triple: [Jerry Schatzberg, notableWork, The Panic in Needle Park]
Generated description
The Panic in Needle Park is a 1971 American drama film directed by Jerry Schatzberg that offers a gritty, realistic portrayal of heroin addiction in New York City and features one of Al Pacino’s early breakthrough performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Panic in Needle Park
Target entity description: The Panic in Needle Park is a 1971 American drama film directed by Jerry Schatzberg that offers a gritty, realistic portrayal of heroin addiction in New York City and features one of Al Pacino’s early breakthrough performances.
  • A. Dopesick
    Dopesick is a drama miniseries that explores the origins and devastating impact of the U.S. opioid crisis, focusing on the roles of pharmaceutical companies, doctors, and law enforcement.
  • B. Serpico
    Serpico is a 1973 crime drama film based on the true story of NYPD officer Frank Serpico, who exposed widespread police corruption.
  • C. Straight Time
    "Straight Time" is a somber, narrative-driven song by Bruce Springsteen that reflects on the struggles of an ex-convict trying to rebuild his life after prison.
  • D. Burnt Offerings
    Burnt Offerings is a 1976 supernatural horror film about a family menaced by a malevolent house, noted for its atmospheric dread and starring Karen Black and Oliver Reed.
  • E. Junkie
    "Junkie" is a semi-autobiographical novel by William S. Burroughs that offers a stark, firsthand portrayal of drug addiction and urban underworld life, and is considered an early landmark of the Beat Generation.
  • 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71babb44819085b4cd4864433e79 completed March 20, 2026, 4:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81de17748190a26abda7d3703b8e completed March 21, 2026, 11:32 a.m.
NEDg Description generation batch_69be8386d2fc8190a450b42dd5ac6963 completed March 21, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69be841d148881908aa53953bd2eb024 completed March 21, 2026, 11:42 a.m.
Created at: March 20, 2026, 1:32 p.m.