Triple

T11751769
Position Surface form Disambiguated ID Type / Status
Subject Blackbird Interactive E279422 entity
Predicate foundedBy P104 FINISHED
Object Luke Moloney
Luke Moloney is a video game developer best known as a founder of the Canadian game studio Blackbird Interactive.
E944931 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: Luke Moloney | Statement: [Blackbird Interactive, foundedBy, Luke Moloney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luke Moloney
Context triple: [Blackbird Interactive, foundedBy, Luke Moloney]
  • A. Kell Brook
    Kell Brook is a British former IBF welterweight world champion boxer known for his technical skill and notable fights against elite opponents such as Gennady Golovkin and Errol Spence Jr.
  • B. Tyron Woodley
    Tyron Woodley is an American mixed martial artist and former UFC Welterweight Champion known for his explosive power and wrestling-based fighting style.
  • C. Leon Edwards
    Leon Edwards is a British mixed martial artist known for his technical striking and championship reign in the UFC welterweight division.
  • D. Nathan Cleverly
    Nathan Cleverly is a Welsh former professional boxer and ex-WBO light-heavyweight world champion known for his high work rate and notable domestic rivalries.
  • E. Errol Spence Jr.
    Errol Spence Jr. is an American professional boxer renowned as one of the premier welterweights of his era, known for his technical skill, power, and multiple world title reigns.
  • 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: Luke Moloney
Triple: [Blackbird Interactive, foundedBy, Luke Moloney]
Generated description
Luke Moloney is a video game developer best known as a founder of the Canadian game studio Blackbird Interactive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luke Moloney
Target entity description: Luke Moloney is a video game developer best known as a founder of the Canadian game studio Blackbird Interactive.
  • A. Kell Brook
    Kell Brook is a British former IBF welterweight world champion boxer known for his technical skill and notable fights against elite opponents such as Gennady Golovkin and Errol Spence Jr.
  • B. Tyron Woodley
    Tyron Woodley is an American mixed martial artist and former UFC Welterweight Champion known for his explosive power and wrestling-based fighting style.
  • C. Leon Edwards
    Leon Edwards is a British mixed martial artist known for his technical striking and championship reign in the UFC welterweight division.
  • D. Nathan Cleverly
    Nathan Cleverly is a Welsh former professional boxer and ex-WBO light-heavyweight world champion known for his high work rate and notable domestic rivalries.
  • E. Errol Spence Jr.
    Errol Spence Jr. is an American professional boxer renowned as one of the premier welterweights of his era, known for his technical skill, power, and multiple world title reigns.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a509c2448190b0deb7ed29c3a73f completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01a13550081909a26f57b30d68e03 completed April 28, 2026, 2:23 a.m.
NEDg Description generation batch_69f0319622c48190bee6c906f08c0a8c completed April 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69f05ad36e4c8190b7239e5b33713369 completed April 28, 2026, 6:59 a.m.
Created at: April 8, 2026, 9:41 p.m.