Triple

T16670474
Position Surface form Disambiguated ID Type / Status
Subject L.A. Guns E405093 entity
Predicate hasMember P10 FINISHED
Object Joe Lesté
Joe Lesté is an American rock singer best known as the frontman of the hard rock band Bang Tango and for his involvement in the Los Angeles glam metal scene.
E1294938 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: Joe Lesté | Statement: [L.A. Guns, hasMember, Joe Lesté]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joe Lesté
Context triple: [L.A. Guns, hasMember, Joe Lesté]
  • A. Joseph Loduca
    Joseph LoDuca is an American composer best known for his scores for television and film, particularly in the fantasy and action genres such as "Xena: Warrior Princess" and "Hercules: The Legendary Journeys."
  • B. Paul Falsone
    Paul Falsone is a fictional Baltimore homicide detective featured as a main character on the television series "Homicide: Life on the Street."
  • C. Johnny Gioeli
    Johnny Gioeli is an American rock singer best known as the lead vocalist of the bands Hardline and Axel Rudi Pell, as well as for his work on various video game soundtracks.
  • D. Greg Maffei
    Greg Maffei is an American business executive best known as the longtime president and CEO of Liberty Media, overseeing its diverse portfolio of media, communications, and entertainment assets.
  • E. Anthony Rossomando
    Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
  • 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: Joe Lesté
Triple: [L.A. Guns, hasMember, Joe Lesté]
Generated description
Joe Lesté is an American rock singer best known as the frontman of the hard rock band Bang Tango and for his involvement in the Los Angeles glam metal scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joe Lesté
Target entity description: Joe Lesté is an American rock singer best known as the frontman of the hard rock band Bang Tango and for his involvement in the Los Angeles glam metal scene.
  • A. Joseph Loduca
    Joseph LoDuca is an American composer best known for his scores for television and film, particularly in the fantasy and action genres such as "Xena: Warrior Princess" and "Hercules: The Legendary Journeys."
  • B. Paul Falsone
    Paul Falsone is a fictional Baltimore homicide detective featured as a main character on the television series "Homicide: Life on the Street."
  • C. Johnny Gioeli
    Johnny Gioeli is an American rock singer best known as the lead vocalist of the bands Hardline and Axel Rudi Pell, as well as for his work on various video game soundtracks.
  • D. Greg Maffei
    Greg Maffei is an American business executive best known as the longtime president and CEO of Liberty Media, overseeing its diverse portfolio of media, communications, and entertainment assets.
  • E. Anthony Rossomando
    Anthony Rossomando is an American musician and songwriter best known for co-writing the hit song "Shallow" from the 2018 film *A Star Is Born*.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ca079ec819090b356c86a9241cc completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a031b0f51608190823a58d75c2a0ac4 completed May 12, 2026, 12:20 p.m.
NEDg Description generation batch_6a031c0821dc8190bfa7860409f0e4a9 completed May 12, 2026, 12:24 p.m.
NED2 Entity disambiguation (via description) batch_6a031cc67f7881908933c14a5386fb25 completed May 12, 2026, 12:27 p.m.
Created at: April 10, 2026, 5:18 a.m.