Triple

T15419710
Position Surface form Disambiguated ID Type / Status
Subject D.L. Hughley E369339 entity
Predicate authorOf P4244 FINISHED
Object How Not to Get Shot
"How Not to Get Shot" is a satirical, politically charged book by comedian D.L. Hughley that critiques systemic racism and police violence in America while offering darkly humorous "advice" for Black people on surviving encounters with law enforcement.
E1156839 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: How Not to Get Shot | Statement: [D.L. Hughley, authorOf, How Not to Get Shot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How Not to Get Shot
Context triple: [D.L. Hughley, authorOf, How Not to Get Shot]
  • A. The Man Behind the Gun
    "The Man Behind the Gun" is a 1953 Western film starring Randolph Scott, with Patrice Wymore in a prominent supporting role.
  • B. Giving Up the Gun
    "Giving Up the Gun" is an indie pop song by American band Vampire Weekend, known for its polished production, catchy melody, and surreal, celebrity-filled music video.
  • C. You Can't Get a Man with a Gun
    "You Can't Get a Man with a Gun" is a comic show tune from the classic Irving Berlin musical *Annie Get Your Gun*, humorously highlighting how the heroine’s sharpshooting skills hinder her romantic prospects.
  • D. The Shooting
    The Shooting is a 1966 existential Western film directed by Monte Hellman, noted for its minimalist style, ambiguous narrative, and cult status among cinephiles.
  • E. Don't Shoot
    "Don't Shoot" is a track by Nas from his critically acclaimed hip-hop album *King's Disease III*, showcasing his reflective lyricism and mature storytelling.
  • 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: How Not to Get Shot
Triple: [D.L. Hughley, authorOf, How Not to Get Shot]
Generated description
"How Not to Get Shot" is a satirical, politically charged book by comedian D.L. Hughley that critiques systemic racism and police violence in America while offering darkly humorous "advice" for Black people on surviving encounters with law enforcement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How Not to Get Shot
Target entity description: "How Not to Get Shot" is a satirical, politically charged book by comedian D.L. Hughley that critiques systemic racism and police violence in America while offering darkly humorous "advice" for Black people on surviving encounters with law enforcement.
  • A. The Man Behind the Gun
    "The Man Behind the Gun" is a 1953 Western film starring Randolph Scott, with Patrice Wymore in a prominent supporting role.
  • B. Giving Up the Gun
    "Giving Up the Gun" is an indie pop song by American band Vampire Weekend, known for its polished production, catchy melody, and surreal, celebrity-filled music video.
  • C. You Can't Get a Man with a Gun
    "You Can't Get a Man with a Gun" is a comic show tune from the classic Irving Berlin musical *Annie Get Your Gun*, humorously highlighting how the heroine’s sharpshooting skills hinder her romantic prospects.
  • D. The Shooting
    The Shooting is a 1966 existential Western film directed by Monte Hellman, noted for its minimalist style, ambiguous narrative, and cult status among cinephiles.
  • E. Don't Shoot
    "Don't Shoot" is a track by Nas from his critically acclaimed hip-hop album *King's Disease III*, showcasing his reflective lyricism and mature storytelling.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ebce4f48190ba282ecb4fb2f6fa completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff1a7adb848190836fb972bc8744f1 completed May 9, 2026, 11:28 a.m.
NEDg Description generation batch_69ff1bc3aa2c8190b61d21fa78682ea1 completed May 9, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69ff1cbccab48190b9e19b5a09324d8c completed May 9, 2026, 11:38 a.m.
Created at: April 10, 2026, 3:20 a.m.