Triple

T1178785
Position Surface form Disambiguated ID Type / Status
Subject Hughes Medal E25088 entity
Predicate namedAfter P63 FINISHED
Object David Edward Hughes
David Edward Hughes was a 19th-century British inventor and physicist best known for pioneering work in telegraphy, the carbon microphone, and early radio wave detection.
 E214376 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: David Edward Hughes | Statement: [Hughes Medal, namedAfter, David Edward Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Edward Hughes
Context triple: [Hughes Medal, namedAfter, David Edward Hughes]
  • A. Nicholas Hughes
    Nicholas Hughes was the son of poets Sylvia Plath and Ted Hughes, who became a respected fisheries biologist before his tragic death in 2009.
  • B. Edward James Hughes
    Edward James Hughes, better known as Ted Hughes, was a prominent 20th-century English poet and former Poet Laureate of the United Kingdom renowned for his powerful, nature-infused verse.
  • C. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • D. David Farquharson
    David Farquharson was an architect known for designing South Hall.
  • E. 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.
  • 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: David Edward Hughes
Triple: [Hughes Medal, namedAfter, David Edward Hughes]
Generated description
David Edward Hughes was a 19th-century British inventor and physicist best known for pioneering work in telegraphy, the carbon microphone, and early radio wave detection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Edward Hughes
Target entity description: David Edward Hughes was a 19th-century British inventor and physicist best known for pioneering work in telegraphy, the carbon microphone, and early radio wave detection.
  • A. Nicholas Hughes
    Nicholas Hughes was the son of poets Sylvia Plath and Ted Hughes, who became a respected fisheries biologist before his tragic death in 2009.
  • B. Edward James Hughes
    Edward James Hughes, better known as Ted Hughes, was a prominent 20th-century English poet and former Poet Laureate of the United Kingdom renowned for his powerful, nature-infused verse.
  • C. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • D. David Farquharson
    David Farquharson was an architect known for designing South Hall.
  • E. 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.
  • 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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd10ccc481908d5bcef648aab3c1 completed March 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69adf3a85f8481908d93f60b0ae82901 completed March 8, 2026, 10:09 p.m.
NEDg Description generation batch_69adf431c3a88190971f61d53c2bad2e completed March 8, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69adf4bdb6dc8190964e5e78abfb8e40 completed March 8, 2026, 10:14 p.m.
Created at: March 1, 2026, 7:45 p.m.