Triple

T15789639
Position Surface form Disambiguated ID Type / Status
Subject Theme from Shaft E382827 entity
Predicate associatedWith P37 FINISHED
Object Shaft film series
The Shaft film series is a franchise of American action-crime movies centered on the exploits of private detective John Shaft, a pioneering Black hero in 1970s Blaxploitation cinema that has continued in various sequels and reboots.
E1177277 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 film series | Statement: [Theme from Shaft, associatedWith, Shaft film series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shaft film series
Context triple: [Theme from Shaft, associatedWith, Shaft film series]
  • A. Shaft
    Shaft is a small city in Iran’s northern Gilan Province, known for its lush green landscapes and traditional rural culture.
  • B. Shaft
    Shaft is a Japanese animation studio renowned for its visually distinctive and experimental style in anime such as the Monogatari series and Puella Magi Madoka Magica.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 film series
Triple: [Theme from Shaft, associatedWith, Shaft film series]
Generated description
The Shaft film series is a franchise of American action-crime movies centered on the exploits of private detective John Shaft, a pioneering Black hero in 1970s Blaxploitation cinema that has continued in various sequels and reboots.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shaft film series
Target entity description: The Shaft film series is a franchise of American action-crime movies centered on the exploits of private detective John Shaft, a pioneering Black hero in 1970s Blaxploitation cinema that has continued in various sequels and reboots.
  • A. Shaft
    Shaft is a small city in Iran’s northern Gilan Province, known for its lush green landscapes and traditional rural culture.
  • B. Shaft
    Shaft is a Japanese animation studio renowned for its visually distinctive and experimental style in anime such as the Monogatari series and Puella Magi Madoka Magica.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e054048ff48190ad107c890ef73166 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90a87e3c8190a1c5b13cbfdff54a completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff949339b88190bd105ffa0c169b54 completed May 9, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69ff950e053881908d207f4c172e2ea4 completed May 9, 2026, 8:11 p.m.
Created at: April 10, 2026, 4:48 a.m.