Triple

T4103698
Position Surface form Disambiguated ID Type / Status
Subject Thorpe E88398 entity
Predicate hasNotableBearer P458 FINISHED
Object Billy Thorpe
Billy Thorpe was an English-born Australian rock musician, singer, and producer best known as the frontman of Billy Thorpe and the Aztecs and for his influential role in the Australian music scene from the 1960s onward.
 E413877 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: Billy Thorpe | Statement: [Thorpe, hasNotableBearer, Billy Thorpe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Thorpe
Context triple: [Thorpe, hasNotableBearer, Billy Thorpe]
  • A. Neil Farmer
    Neil Farmer is a British author known for his works on organizational psychology and performance improvement.
  • B. Noel Chiappa
    Noel Chiappa is a computer scientist and Internet pioneer known for his early work on networking protocols and contributions to the development of the Internet architecture.
  • C. Keith Namatjira
    Keith Namatjira was an Australian Aboriginal artist known for his contributions to the Hermannsburg watercolour painting tradition established by his father, Albert Namatjira.
  • D. Lyndon Mustoe
    Lyndon Mustoe is a former Welsh rugby union prop who played for clubs such as Cardiff and Gloucester and earned caps for the Wales national team.
  • E. Warryn Campbell
    Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
  • 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: Billy Thorpe
Triple: [Thorpe, hasNotableBearer, Billy Thorpe]
Generated description
Billy Thorpe was an English-born Australian rock musician, singer, and producer best known as the frontman of Billy Thorpe and the Aztecs and for his influential role in the Australian music scene from the 1960s onward.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Thorpe
Target entity description: Billy Thorpe was an English-born Australian rock musician, singer, and producer best known as the frontman of Billy Thorpe and the Aztecs and for his influential role in the Australian music scene from the 1960s onward.
  • A. Neil Farmer
    Neil Farmer is a British author known for his works on organizational psychology and performance improvement.
  • B. Noel Chiappa
    Noel Chiappa is a computer scientist and Internet pioneer known for his early work on networking protocols and contributions to the development of the Internet architecture.
  • C. Keith Namatjira
    Keith Namatjira was an Australian Aboriginal artist known for his contributions to the Hermannsburg watercolour painting tradition established by his father, Albert Namatjira.
  • D. Lyndon Mustoe
    Lyndon Mustoe is a former Welsh rugby union prop who played for clubs such as Cardiff and Gloucester and earned caps for the Wales national team.
  • E. Warryn Campbell
    Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
  • 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_69aed9484fb881909146f4c772ad277c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefd116dac8190952cb2ddf63216ec completed March 9, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b7a917c8190914a5ffe1297fdc8 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56cbf12348190836f79e509468a3d completed March 14, 2026, 2:12 p.m.
NED2 Entity disambiguation (via description) batch_69b570aef9008190bf8ef2deb00178ae completed March 14, 2026, 2:29 p.m.
Created at: March 9, 2026, 3:40 p.m.