Triple

T23560046
Position Surface form Disambiguated ID Type / Status
Subject Chester Himes E579210 entity
Predicate notableWork P4 FINISHED
Object If He Hollers Let Him Go
If He Hollers Let Him Go is a 1945 novel by Chester Himes that powerfully explores racism, fear, and psychological turmoil experienced by a Black man in wartime Los Angeles.
 E1590253 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: If He Hollers Let Him Go | Statement: [Chester Himes, notableWork, If He Hollers Let Him Go]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: If He Hollers Let Him Go
Context triple: [Chester Himes, notableWork, If He Hollers Let Him Go]
  • A. Holler If Ya Hear Me
    "Holler If Ya Hear Me" is a politically charged, socially conscious rap song by 2Pac that addresses systemic injustice, police brutality, and Black empowerment.
  • B. Holler
    "Holler" is an R&B song produced by Rodney Jerkins, best known as a hit single by the British girl group Spice Girls.
  • C. Deeper Than the Holler
    "Deeper Than the Holler" is a popular country ballad best known for being recorded and made famous by Randy Travis.
  • D. Hollar
    Hollar is a surname of likely European origin borne by various individuals, including those in the Hollar family line.
  • E. Goin' South
    Goin' South is a 1978 Western comedy film directed by and starring Jack Nicholson, known for its offbeat humor and Nicholson’s portrayal of a bumbling outlaw.
  • 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: If He Hollers Let Him Go
Triple: [Chester Himes, notableWork, If He Hollers Let Him Go]
Generated description
If He Hollers Let Him Go is a 1945 novel by Chester Himes that powerfully explores racism, fear, and psychological turmoil experienced by a Black man in wartime Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: If He Hollers Let Him Go
Target entity description: If He Hollers Let Him Go is a 1945 novel by Chester Himes that powerfully explores racism, fear, and psychological turmoil experienced by a Black man in wartime Los Angeles.
  • A. Holler If Ya Hear Me
    "Holler If Ya Hear Me" is a politically charged, socially conscious rap song by 2Pac that addresses systemic injustice, police brutality, and Black empowerment.
  • B. Holler
    "Holler" is an R&B song produced by Rodney Jerkins, best known as a hit single by the British girl group Spice Girls.
  • C. Deeper Than the Holler
    "Deeper Than the Holler" is a popular country ballad best known for being recorded and made famous by Randy Travis.
  • D. Hollar
    Hollar is a surname of likely European origin borne by various individuals, including those in the Hollar family line.
  • E. Goin' South
    Goin' South is a 1978 Western comedy film directed by and starring Jack Nicholson, known for its offbeat humor and Nicholson’s portrayal of a bumbling outlaw.
  • 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_69e245fe24588190888f3aec8407d8e3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1af672db4819087dbff2c0dfadd7f completed April 29, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf6bd58c8190af28bb72d950b15d completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce113d3d88190b97af92272a5100f completed May 19, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce187efa48190876f67fef4873af2 completed May 19, 2026, 10:17 p.m.
Created at: April 17, 2026, 6:12 p.m.