Triple

T3790333
Position Surface form Disambiguated ID Type / Status
Subject Nate Dogg E89629 entity
Predicate birthName P65 FINISHED
Object Nathaniel Dwayne Hale
Nathaniel Dwayne Hale, better known as Nate Dogg, was an American singer and rapper renowned for his smooth hooks and influential contributions to West Coast hip hop and G-funk.
 E392271 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: Nathaniel Dwayne Hale | Statement: [Nate Dogg, birthName, Nathaniel Dwayne Hale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nathaniel Dwayne Hale
Context triple: [Nate Dogg, birthName, Nathaniel Dwayne Hale]
  • A. Nathaniel Moran
    Nathaniel Moran is a Republican politician serving as the U.S. Representative for Texas's 1st congressional district.
  • B. Nate Heller
    Nate Heller is a film composer and songwriter known for his emotionally resonant scores for movies such as "A Beautiful Day in the Neighborhood" and "Can You Ever Forgive Me?".
  • C. Nathan Bateman
    Nathan Bateman is the reclusive, manipulative tech billionaire and AI creator in the science fiction film "Ex Machina."
  • D. John Joseph Haley Jr.
    John Joseph Haley Jr., better known as Jack Haley, was an American actor, comedian, and vaudevillian best remembered for playing the Tin Man in the classic film "The Wizard of Oz" (1939).
  • E. Nathaniel Crosby
    Nathaniel Crosby is an American former amateur golfer and golf industry professional, best known as the son of legendary singer and actor Bing Crosby.
  • 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: Nathaniel Dwayne Hale
Triple: [Nate Dogg, birthName, Nathaniel Dwayne Hale]
Generated description
Nathaniel Dwayne Hale, better known as Nate Dogg, was an American singer and rapper renowned for his smooth hooks and influential contributions to West Coast hip hop and G-funk.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nathaniel Dwayne Hale
Target entity description: Nathaniel Dwayne Hale, better known as Nate Dogg, was an American singer and rapper renowned for his smooth hooks and influential contributions to West Coast hip hop and G-funk.
  • A. Nathaniel Moran
    Nathaniel Moran is a Republican politician serving as the U.S. Representative for Texas's 1st congressional district.
  • B. Nate Heller
    Nate Heller is a film composer and songwriter known for his emotionally resonant scores for movies such as "A Beautiful Day in the Neighborhood" and "Can You Ever Forgive Me?".
  • C. Nathan Bateman
    Nathan Bateman is the reclusive, manipulative tech billionaire and AI creator in the science fiction film "Ex Machina."
  • D. John Joseph Haley Jr.
    John Joseph Haley Jr., better known as Jack Haley, was an American actor, comedian, and vaudevillian best remembered for playing the Tin Man in the classic film "The Wizard of Oz" (1939).
  • E. Nathaniel Crosby
    Nathaniel Crosby is an American former amateur golfer and golf industry professional, best known as the son of legendary singer and actor Bing Crosby.
  • 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_69aed9597d6881909b6ee3b9de859223 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee76733248190a24a1143c64bd6c6 completed March 9, 2026, 3:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b503eef20c8190ad7906275b4b0e67 completed March 14, 2026, 6:45 a.m.
NEDg Description generation batch_69b50531b7bc81909a665ebf574a6376 completed March 14, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69b505610afc8190a6f93be29a19b3ad completed March 14, 2026, 6:51 a.m.
Created at: March 9, 2026, 3:15 p.m.