Triple

T15821605
Position Surface form Disambiguated ID Type / Status
Subject Little River Band E383625 entity
Predicate hasMember P10 FINISHED
Object Graham Goble
Graham Goble is an Australian singer-songwriter and guitarist best known as a founding member and key songwriter of the soft rock group Little River Band.
 E1204551 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: Graham Goble | Statement: [Little River Band, hasMember, Graham Goble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graham Goble
Context triple: [Little River Band, hasMember, Graham Goble]
  • A. Graham Jessop
    Graham Jessop is a British marine archaeologist and shipwreck hunter known for his work on deep-sea salvage and underwater exploration projects.
  • B. Graham Martin
    Graham Martin was an American diplomat best known for serving as the last U.S. ambassador to South Vietnam during the final years of the Vietnam War.
  • C. Graham Rogers
    Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
  • D. Phil Davies
    Phil Davies is a British television producer best known for his work on the popular animated children's series "Peppa Pig."
  • E. Nigel Ball
    Nigel Ball is a person notable enough to be recognized as a bearer of the surname Ball, though specific widely known achievements or roles are not clearly documented.
  • 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: Graham Goble
Triple: [Little River Band, hasMember, Graham Goble]
Generated description
Graham Goble is an Australian singer-songwriter and guitarist best known as a founding member and key songwriter of the soft rock group Little River Band.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graham Goble
Target entity description: Graham Goble is an Australian singer-songwriter and guitarist best known as a founding member and key songwriter of the soft rock group Little River Band.
  • A. Graham Jessop
    Graham Jessop is a British marine archaeologist and shipwreck hunter known for his work on deep-sea salvage and underwater exploration projects.
  • B. Graham Martin
    Graham Martin was an American diplomat best known for serving as the last U.S. ambassador to South Vietnam during the final years of the Vietnam War.
  • C. Graham Rogers
    Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
  • D. Phil Davies
    Phil Davies is a British television producer best known for his work on the popular animated children's series "Peppa Pig."
  • E. Nigel Ball
    Nigel Ball is a person notable enough to be recognized as a bearer of the surname Ball, though specific widely known achievements or roles are not clearly documented.
  • 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a7ba4881908a2747bf063d79f1 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00179d63688190bda2758ed4b4e4df completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001a35b43081909b44a22798b1ef1b completed May 10, 2026, 5:40 a.m.
NED2 Entity disambiguation (via description) batch_6a001a93530c81908cb4180d9ebe9850 completed May 10, 2026, 5:41 a.m.
Created at: April 10, 2026, 4:49 a.m.