Triple

T5356734
Position Surface form Disambiguated ID Type / Status
Subject Nell Kellty E102709 entity
Predicate createdBy P806 FINISHED
Object Mark Handley
Mark Handley is a computer scientist and network researcher known for his influential work on Internet protocols and network architecture.
 E514222 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: Mark Handley | Statement: [Nell Kellty, createdBy, Mark Handley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Handley
Context triple: [Nell Kellty, createdBy, Mark Handley]
  • A. Jeffrey Howlett
    Jeffrey Howlett was an Australian architect best known for his influential modernist designs, particularly major public buildings in Perth.
  • B. Mark Lamping
    Mark Lamping is an American sports executive known for leading the business operations of major professional teams, including serving as president of the NFL’s Jacksonville Jaguars.
  • C. Bruce Davey
    Bruce Davey is an Australian film producer best known for his long-time collaboration with Mel Gibson and for co-founding the production company Icon Productions.
  • D. Nigel Shadbolt
    Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
  • E. Greg Mathieson
    Greg Mathieson is an American keyboardist, composer, and producer known for his work in jazz, fusion, and pop music, collaborating with numerous prominent artists.
  • 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: Mark Handley
Triple: [Nell Kellty, createdBy, Mark Handley]
Generated description
Mark Handley is a computer scientist and network researcher known for his influential work on Internet protocols and network architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Handley
Target entity description: Mark Handley is a computer scientist and network researcher known for his influential work on Internet protocols and network architecture.
  • A. Jeffrey Howlett
    Jeffrey Howlett was an Australian architect best known for his influential modernist designs, particularly major public buildings in Perth.
  • B. Mark Lamping
    Mark Lamping is an American sports executive known for leading the business operations of major professional teams, including serving as president of the NFL’s Jacksonville Jaguars.
  • C. Bruce Davey
    Bruce Davey is an Australian film producer best known for his long-time collaboration with Mel Gibson and for co-founding the production company Icon Productions.
  • D. Nigel Shadbolt
    Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
  • E. Greg Mathieson
    Greg Mathieson is an American keyboardist, composer, and producer known for his work in jazz, fusion, and pop music, collaborating with numerous prominent artists.
  • 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_69bd43d8f7248190b64c140734b5c9a8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd863099b081909d20f7014b98de5a completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21e2b7b08190aca4c2855ff041de completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf228956d481909e9f3c11f4597cce completed March 21, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69bf230b571481909f76ada72d94c8d8 completed March 21, 2026, 11 p.m.
Created at: March 20, 2026, 2:01 p.m.