Triple

T23166011
Position Surface form Disambiguated ID Type / Status
Subject Sanford MMA E578712 entity
Predicate formerlyKnownAs P65 FINISHED
Object Hard Knocks 365
Hard Knocks 365 was a Florida-based mixed martial arts training facility and fight team known for developing high-level professional fighters before rebranding as Sanford MMA.
 E1574964 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: Hard Knocks 365 | Statement: [Sanford MMA, formerlyKnownAs, Hard Knocks 365]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hard Knocks 365
Context triple: [Sanford MMA, formerlyKnownAs, Hard Knocks 365]
  • A. Hard Knocks
    Hard Knocks is a documentary television series that provides an inside look at an NFL team's training camp, featuring behind-the-scenes access to players, coaches, and organizational decisions.
  • B. Hard Knocks
    Hard Knocks is a hip hop duo known for their socially conscious lyrics and gritty early-1990s East Coast sound.
  • C. Hard Knocks (NFL training camp series)
    Hard Knocks is a long-running HBO Sports documentary series that offers an inside, behind-the-scenes look at an NFL team’s training camp and preseason preparations.
  • D. Hustle Harder
    "Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
  • E. Hit This Hard
    "Hit This Hard" is a song by American rapper Post Malone from his debut studio album "Stoney."
  • 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: Hard Knocks 365
Triple: [Sanford MMA, formerlyKnownAs, Hard Knocks 365]
Generated description
Hard Knocks 365 was a Florida-based mixed martial arts training facility and fight team known for developing high-level professional fighters before rebranding as Sanford MMA.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hard Knocks 365
Target entity description: Hard Knocks 365 was a Florida-based mixed martial arts training facility and fight team known for developing high-level professional fighters before rebranding as Sanford MMA.
  • A. Hard Knocks
    Hard Knocks is a documentary television series that provides an inside look at an NFL team's training camp, featuring behind-the-scenes access to players, coaches, and organizational decisions.
  • B. Hard Knocks
    Hard Knocks is a hip hop duo known for their socially conscious lyrics and gritty early-1990s East Coast sound.
  • C. Hard Knocks (NFL training camp series)
    Hard Knocks is a long-running HBO Sports documentary series that offers an inside, behind-the-scenes look at an NFL team’s training camp and preseason preparations.
  • D. Hustle Harder
    "Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
  • E. Hit This Hard
    "Hit This Hard" is a song by American rapper Post Malone from his debut studio album "Stoney."
  • 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_69e245fc75348190a0288401044c8af8 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18f2bca4881909f6148d588948018 completed April 29, 2026, 4:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30a6d7488190aacd5aa205beb9b5 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c34833c048190b8c8372cb58a9538 completed May 19, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3551922481908520bf706ad8d7eb completed May 19, 2026, 10:02 a.m.
Created at: April 17, 2026, 4:03 p.m.