Triple

T15653126
Position Surface form Disambiguated ID Type / Status
Subject Beres Hammond E376361 entity
Predicate birthName P65 FINISHED
Object Hugh Beresford Hammond
Hugh Beresford Hammond, better known as Beres Hammond, is a renowned Jamaican reggae singer celebrated for his soulful lovers rock style and smooth, emotive vocals.
 E1170574 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: Hugh Beresford Hammond | Statement: [Beres Hammond, birthName, Hugh Beresford Hammond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hugh Beresford Hammond
Context triple: [Beres Hammond, birthName, Hugh Beresford Hammond]
  • A. Henry G. Blasdel
    Henry G. Blasdel was an American politician who became the first governor of the U.S. state of Nevada after its admission to the Union.
  • B. Sir James Milne Robb
    Sir James Milne Robb was a senior Royal Air Force commander who played a prominent role in Allied air operations during the Second World War.
  • C. Charles Frederick Hughes
    Charles Frederick Hughes was a United States Navy admiral who served as Chief of Naval Operations in the early 20th century.
  • D. Frank M. Andrews
    Frank M. Andrews was a pioneering U.S. Army Air Corps general who played a key role in developing American strategic air power before and during World War II.
  • E. Samuel S. Montague
    Samuel S. Montague was an American civil engineer best known as the chief engineer of the Central Pacific Railroad during the construction of the First Transcontinental Railroad.
  • 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: Hugh Beresford Hammond
Triple: [Beres Hammond, birthName, Hugh Beresford Hammond]
Generated description
Hugh Beresford Hammond, better known as Beres Hammond, is a renowned Jamaican reggae singer celebrated for his soulful lovers rock style and smooth, emotive vocals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hugh Beresford Hammond
Target entity description: Hugh Beresford Hammond, better known as Beres Hammond, is a renowned Jamaican reggae singer celebrated for his soulful lovers rock style and smooth, emotive vocals.
  • A. Henry G. Blasdel
    Henry G. Blasdel was an American politician who became the first governor of the U.S. state of Nevada after its admission to the Union.
  • B. Sir James Milne Robb
    Sir James Milne Robb was a senior Royal Air Force commander who played a prominent role in Allied air operations during the Second World War.
  • C. Charles Frederick Hughes
    Charles Frederick Hughes was a United States Navy admiral who served as Chief of Naval Operations in the early 20th century.
  • D. Frank M. Andrews
    Frank M. Andrews was a pioneering U.S. Army Air Corps general who played a key role in developing American strategic air power before and during World War II.
  • E. Samuel S. Montague
    Samuel S. Montague was an American civil engineer best known as the chief engineer of the Central Pacific Railroad during the construction of the First Transcontinental Railroad.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef089948190902ec22f4d7bc932 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ed4d9f88190b7e24bf84c5a916f completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff6fe77b408190960b544d4a22587d completed May 9, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff703fe0088190ab5578d3d398ca09 completed May 9, 2026, 5:34 p.m.
Created at: April 10, 2026, 4:15 a.m.