Triple

T10364605
Position Surface form Disambiguated ID Type / Status
Subject Ben Mezrich E244219 entity
Predicate wrote P2831 FINISHED
Object Straight Flush
Straight Flush is a non-fiction book by Ben Mezrich that chronicles the rise and fall of a group of college friends who built a major online poker empire.
E858141 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: Straight Flush | Statement: [Ben Mezrich, wrote, Straight Flush]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Straight Flush
Context triple: [Ben Mezrich, wrote, Straight Flush]
  • A. Royal Flush
    "Royal Flush" is a critically acclaimed mixtape by rapper CyHi the Prynce that helped establish his reputation for intricate wordplay and lyrical skill.
  • B. Dead Man's Hand (poker hand)
    Dead Man's Hand (poker hand) is a legendary poker combination, traditionally two pairs of black aces and eights, made famous as the hand supposedly held by Wild Bill Hickok when he was shot dead.
  • C. Three of a Kind
    Three of a Kind is a British sketch comedy television series that helped launch the careers of Tracey Ullman, Lenny Henry, and David Copperfield in the early 1980s.
  • D. Royal Flush 2
    Royal Flush 2 is a critically acclaimed mixtape by rapper CyHi the Prynce that showcases his intricate wordplay and solidified his reputation in the hip-hop underground.
  • E. Seven-Card Stud
    Seven-Card Stud is a classic poker variant in which players receive a combination of face-up and face-down cards over multiple betting rounds, traditionally popular before the rise of Texas Hold'em.
  • 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: Straight Flush
Triple: [Ben Mezrich, wrote, Straight Flush]
Generated description
Straight Flush is a non-fiction book by Ben Mezrich that chronicles the rise and fall of a group of college friends who built a major online poker empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Straight Flush
Target entity description: Straight Flush is a non-fiction book by Ben Mezrich that chronicles the rise and fall of a group of college friends who built a major online poker empire.
  • A. Royal Flush
    "Royal Flush" is a critically acclaimed mixtape by rapper CyHi the Prynce that helped establish his reputation for intricate wordplay and lyrical skill.
  • B. Dead Man's Hand (poker hand)
    Dead Man's Hand (poker hand) is a legendary poker combination, traditionally two pairs of black aces and eights, made famous as the hand supposedly held by Wild Bill Hickok when he was shot dead.
  • C. Three of a Kind
    Three of a Kind is a British sketch comedy television series that helped launch the careers of Tracey Ullman, Lenny Henry, and David Copperfield in the early 1980s.
  • D. Royal Flush 2
    Royal Flush 2 is a critically acclaimed mixtape by rapper CyHi the Prynce that showcases his intricate wordplay and solidified his reputation in the hip-hop underground.
  • E. Seven-Card Stud
    Seven-Card Stud is a classic poker variant in which players receive a combination of face-up and face-down cards over multiple betting rounds, traditionally popular before the rise of Texas Hold'em.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e964a53c8190b748e80850e96656 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750c2d2748190b871b928d5a094f8 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618fac288190a5da7549e5ccbdf0 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77060331c8190a773a5f9ffadf1d6 completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, noon