Triple

T6651243
Position Surface form Disambiguated ID Type / Status
Subject Higgs E150825 entity
Predicate hasNotableBearer P458 FINISHED
Object Dennis Higgs
Dennis Higgs is a biologist known for his research in molecular evolution and his work as a professor at the University of Windsor.
E674245 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: Dennis Higgs | Statement: [Higgs, hasNotableBearer, Dennis Higgs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dennis Higgs
Context triple: [Higgs, hasNotableBearer, Dennis Higgs]
  • A. Dennis Graham
    Dennis Graham is an American musician and drummer best known as the father of Canadian rapper and singer Drake.
  • B. Dennis Hull
    Dennis Hull is a former Canadian professional ice hockey left winger who played primarily for the Chicago Black Hawks in the NHL and is the younger brother of Hall of Famer Bobby Hull.
  • C. Jim Hutton
    Jim Hutton was an Irish hairdresser best known as the long-term partner of Queen frontman Freddie Mercury during the final years of Mercury’s life.
  • D. Jim Hutton
    Jim Hutton was an American actor best known for his lanky, affable screen presence in 1960s comedies and for playing the title role in the TV series "Ellery Queen."
  • E. David Higgs
    David Higgs is a British cinematographer known for his work on feature films and television, including the crime film "RocknRolla."
  • 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: Dennis Higgs
Triple: [Higgs, hasNotableBearer, Dennis Higgs]
Generated description
Dennis Higgs is a biologist known for his research in molecular evolution and his work as a professor at the University of Windsor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dennis Higgs
Target entity description: Dennis Higgs is a biologist known for his research in molecular evolution and his work as a professor at the University of Windsor.
  • A. Dennis Graham
    Dennis Graham is an American musician and drummer best known as the father of Canadian rapper and singer Drake.
  • B. Dennis Hull
    Dennis Hull is a former Canadian professional ice hockey left winger who played primarily for the Chicago Black Hawks in the NHL and is the younger brother of Hall of Famer Bobby Hull.
  • C. Jim Hutton
    Jim Hutton was an Irish hairdresser best known as the long-term partner of Queen frontman Freddie Mercury during the final years of Mercury’s life.
  • D. Jim Hutton
    Jim Hutton was an American actor best known for his lanky, affable screen presence in 1960s comedies and for playing the title role in the TV series "Ellery Queen."
  • E. David Higgs
    David Higgs is a British cinematographer known for his work on feature films and television, including the crime film "RocknRolla."
  • 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_69c687f2c9508190a60b9aad31d3f358 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0458fb48190a76d8d1d6273a92b completed March 27, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c861218ac081909798edadae16162f completed March 28, 2026, 11:15 p.m.
NEDg Description generation batch_69c861d1255881909091426b62bfdd1e completed March 28, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69c8627e9a6c8190baf4e8bb113845f1 completed March 28, 2026, 11:21 p.m.
Created at: March 27, 2026, 2:01 p.m.