Triple

T19854288
Position Surface form Disambiguated ID Type / Status
Subject Billabong E477089 entity
Predicate hasBrand P1500 FINISHED
Object Kustom
Kustom is a surf-inspired footwear and apparel brand associated with the Australian surf company Billabong.
 E1397991 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: Kustom | Statement: [Billabong, hasBrand, Kustom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kustom
Context triple: [Billabong, hasBrand, Kustom]
  • A. Hot Rod
    Hot Rod is a 2007 comedy film starring Andy Samberg as an inept stuntman attempting a massive jump to earn money for his stepfather’s surgery.
  • B. Hot Rod
    Hot Rod is the iconic ring name of Roddy Piper, a charismatic and brash professional wrestler best known for his influential role in the WWF/WWE during the 1980s.
  • C. Hot Rod
    Hot Rod is a brave and impulsive young Autobot from the Transformers franchise who later becomes the leader Rodimus Prime.
  • D. Hot Rod
    Hot Rod is an American rapper best known for his work with 50 Cent’s G-Unit Records in the mid-2000s.
  • E. Lowriders
    Lowriders is a 2016 drama film set in East Los Angeles that explores Latino car culture, family conflict, and identity through the world of customized lowrider cars.
  • 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: Kustom
Triple: [Billabong, hasBrand, Kustom]
Generated description
Kustom is a surf-inspired footwear and apparel brand associated with the Australian surf company Billabong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kustom
Target entity description: Kustom is a surf-inspired footwear and apparel brand associated with the Australian surf company Billabong.
  • A. Hot Rod
    Hot Rod is a 2007 comedy film starring Andy Samberg as an inept stuntman attempting a massive jump to earn money for his stepfather’s surgery.
  • B. Hot Rod
    Hot Rod is the iconic ring name of Roddy Piper, a charismatic and brash professional wrestler best known for his influential role in the WWF/WWE during the 1980s.
  • C. Hot Rod
    Hot Rod is a brave and impulsive young Autobot from the Transformers franchise who later becomes the leader Rodimus Prime.
  • D. Hot Rod
    Hot Rod is an American rapper best known for his work with 50 Cent’s G-Unit Records in the mid-2000s.
  • E. Lowriders
    Lowriders is a 2016 drama film set in East Los Angeles that explores Latino car culture, family conflict, and identity through the world of customized lowrider cars.
  • 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_69d8e51d39d081909bcfafeaaf3d2fcc completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6586aa1dc8190b6cfe051a57e338b completed April 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07d44364e8819082c2f9ac214106c9 completed May 16, 2026, 2:19 a.m.
NEDg Description generation batch_6a07d4c5097881908ac419ffb3a639da completed May 16, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_6a07d5302eb88190a838610910153459 completed May 16, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:51 p.m.