Triple

T6107010
Position Surface form Disambiguated ID Type / Status
Subject TKO Group Holdings E136140 entity
Predicate tickerSymbol P1447 FINISHED
Object TKO
TKO is the stock ticker symbol for TKO Group Holdings, the publicly traded parent company formed by the merger of WWE and UFC under Endeavor.
 E568746 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: TKO | Statement: [TKO Group Holdings, tickerSymbol, TKO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TKO
Context triple: [TKO Group Holdings, tickerSymbol, TKO]
  • A. TKO
    "TKO" is a 2013 R&B/pop single by Justin Timberlake from his album "The 20/20 Experience – 2 of 2."
  • B. TKO (The Knock Out)
    TKO (The Knock Out) is a studio album by American singer Mýa that showcases her blend of R&B, soul, and contemporary urban sounds.
  • C. TKD
    TKD is the commonly used abbreviation for the Faculty of Technology, Art and Design.
  • D. TVKO
    TVKO was a pay-per-view television network and boxing broadcast brand operated by HBO that specialized in airing major prizefights and premium sports events.
  • E. TK
    TK is the two-letter IATA airline designator used to identify Turkish Airlines in global aviation systems.
  • 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: TKO
Triple: [TKO Group Holdings, tickerSymbol, TKO]
Generated description
TKO is the stock ticker symbol for TKO Group Holdings, the publicly traded parent company formed by the merger of WWE and UFC under Endeavor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TKO
Target entity description: TKO is the stock ticker symbol for TKO Group Holdings, the publicly traded parent company formed by the merger of WWE and UFC under Endeavor.
  • A. TKO
    "TKO" is a 2013 R&B/pop single by Justin Timberlake from his album "The 20/20 Experience – 2 of 2."
  • B. TKO (The Knock Out)
    TKO (The Knock Out) is a studio album by American singer Mýa that showcases her blend of R&B, soul, and contemporary urban sounds.
  • C. TKD
    TKD is the commonly used abbreviation for the Faculty of Technology, Art and Design.
  • D. TVKO
    TVKO was a pay-per-view television network and boxing broadcast brand operated by HBO that specialized in airing major prizefights and premium sports events.
  • E. TK
    TK is the two-letter IATA airline designator used to identify Turkish Airlines in global aviation systems.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b806bd48190b6f020af3391adb8 completed March 22, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1255b27a88190b45b664a2ba41166 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c125ede4f88190989a5a40accd2745 completed March 23, 2026, 11:37 a.m.
NED2 Entity disambiguation (via description) batch_69c1268ffc7481909a9bd2be039dbf45 completed March 23, 2026, 11:40 a.m.
Created at: March 22, 2026, 4:13 p.m.