Triple

T22877184
Position Surface form Disambiguated ID Type / Status
Subject and the Anonymous Nobody... E567354 entity
Predicate hasGuestArtist P10644 FINISHED
Object Justin Hawkins
Justin Hawkins is a British singer, songwriter, and lead vocalist-guitarist of the rock band The Darkness, known for his flamboyant style and falsetto vocals.
E1558581 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: Justin Hawkins | Statement: [and the Anonymous Nobody..., hasGuestArtist, Justin Hawkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Justin Hawkins
Context triple: [and the Anonymous Nobody..., hasGuestArtist, Justin Hawkins]
  • A. Brian "Head" Welch
    Brian "Head" Welch is an American guitarist and songwriter best known as a founding member and lead guitarist of the nu metal band Korn.
  • B. Jacoby Shaddix
    Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
  • C. Jonathan Daviss
    Jonathan Daviss is an American actor best known for his role as Pope Heyward in the Netflix series "Outer Banks" and appearances in teen-focused films and television.
  • D. Alex Gaskarth
    Alex Gaskarth is the lead vocalist and guitarist of the American pop punk band All Time Low.
  • E. Josh Wolff
    Josh Wolff is an American former professional soccer player and current coach known for leading Major League Soccer expansion club Austin FC.
  • 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: Justin Hawkins
Triple: [and the Anonymous Nobody..., hasGuestArtist, Justin Hawkins]
Generated description
Justin Hawkins is a British singer, songwriter, and lead vocalist-guitarist of the rock band The Darkness, known for his flamboyant style and falsetto vocals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Justin Hawkins
Target entity description: Justin Hawkins is a British singer, songwriter, and lead vocalist-guitarist of the rock band The Darkness, known for his flamboyant style and falsetto vocals.
  • A. Brian "Head" Welch
    Brian "Head" Welch is an American guitarist and songwriter best known as a founding member and lead guitarist of the nu metal band Korn.
  • B. Jacoby Shaddix
    Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
  • C. Jonathan Daviss
    Jonathan Daviss is an American actor best known for his role as Pope Heyward in the Netflix series "Outer Banks" and appearances in teen-focused films and television.
  • D. Alex Gaskarth
    Alex Gaskarth is the lead vocalist and guitarist of the American pop punk band All Time Low.
  • E. Josh Wolff
    Josh Wolff is an American former professional soccer player and current coach known for leading Major League Soccer expansion club Austin FC.
  • 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_69e24589d8348190b96422d13a678bc1 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17f5966c08190a9ded9b19b166112 completed April 29, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae9a47dc819099627ee010461c39 completed May 19, 2026, 12:28 a.m.
NEDg Description generation batch_6a0bafe8692c819094c6e511964f8b2e completed May 19, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb0abb2c481909c1897b302e92579 completed May 19, 2026, 12:36 a.m.
Created at: April 17, 2026, 3:39 p.m.