Triple

T7713194
Position Surface form Disambiguated ID Type / Status
Subject Joseph Mascolo E174811 entity
Predicate appearedIn P795 FINISHED
Object Shaft’s Big Score!
Shaft’s Big Score! is a 1972 blaxploitation crime-action film and the second installment in the Shaft series, following private detective John Shaft as he investigates a deadly feud over a crime boss’s fortune.
E682536 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: Shaft’s Big Score! | Statement: [Joseph Mascolo, appearedIn, Shaft’s Big Score!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shaft’s Big Score!
Context triple: [Joseph Mascolo, appearedIn, Shaft’s Big Score!]
  • A. Shaft (2000 film)
    Shaft (2000 film) is a 2000 action-crime thriller that reimagines the classic blaxploitation character John Shaft, starring Samuel L. Jackson as a tough NYPD detective taking on corruption and violent crime.
  • B. Shaft (soundtrack)
    Shaft (soundtrack) is Isaac Hayes's influential 1971 soul and funk film score, best known for its iconic "Theme from Shaft" and its pioneering role in blaxploitation cinema music.
  • C. Shaft (2019 film)
    Shaft (2019 film) is an action-comedy sequel that reunites multiple generations of the Shaft family as they team up to solve a crime in modern-day New York City.
  • D. Shaft (1971 film)
    Shaft (1971 film) is a landmark 1971 American blaxploitation crime thriller that introduced private detective John Shaft and became influential for its style, music, and cultural impact.
  • E. von Shaft
    von Shaft is the surname of Broomhilda von Shaft, a fictional character from Quentin Tarantino’s film "Django Unchained."
  • 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: Shaft’s Big Score!
Triple: [Joseph Mascolo, appearedIn, Shaft’s Big Score!]
Generated description
Shaft’s Big Score! is a 1972 blaxploitation crime-action film and the second installment in the Shaft series, following private detective John Shaft as he investigates a deadly feud over a crime boss’s fortune.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shaft’s Big Score!
Target entity description: Shaft’s Big Score! is a 1972 blaxploitation crime-action film and the second installment in the Shaft series, following private detective John Shaft as he investigates a deadly feud over a crime boss’s fortune.
  • A. Shaft (2000 film)
    Shaft (2000 film) is a 2000 action-crime thriller that reimagines the classic blaxploitation character John Shaft, starring Samuel L. Jackson as a tough NYPD detective taking on corruption and violent crime.
  • B. Shaft (soundtrack)
    Shaft (soundtrack) is Isaac Hayes's influential 1971 soul and funk film score, best known for its iconic "Theme from Shaft" and its pioneering role in blaxploitation cinema music.
  • C. Shaft (2019 film)
    Shaft (2019 film) is an action-comedy sequel that reunites multiple generations of the Shaft family as they team up to solve a crime in modern-day New York City.
  • D. Shaft (1971 film)
    Shaft (1971 film) is a landmark 1971 American blaxploitation crime thriller that introduced private detective John Shaft and became influential for its style, music, and cultural impact.
  • E. von Shaft
    von Shaft is the surname of Broomhilda von Shaft, a fictional character from Quentin Tarantino’s film "Django Unchained."
  • 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_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702c96e388190898165f84d646c0e completed March 27, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acd3e9f88190adf42ab42c21b722 completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8adbca88c819080cf255728a986b3 completed March 29, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69c8ae50d69881909530db8d874dace2 completed March 29, 2026, 4:45 a.m.
Created at: March 27, 2026, 4:04 p.m.