Triple

T15293519
Position Surface form Disambiguated ID Type / Status
Subject Herb E365590 entity
Predicate usedBy P260 FINISHED
Object Herb Dean
Herb Dean is a renowned American mixed martial arts referee best known for officiating high-profile UFC bouts.
E1149395 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: Herb Dean | Statement: [Herb, usedBy, Herb Dean]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herb Dean
Context triple: [Herb, usedBy, Herb Dean]
  • A. Loren Dean
    Loren Dean is an American actor known for his roles in films such as "Mumford," "Enemy of the State," and "Gattaca."
  • B. Henry Dean
    Henry Dean is a character in Stephen King’s "The Dark Tower" series, known as Eddie Dean’s troubled and often antagonistic older brother.
  • C. Donnie Andrews
    Donnie Andrews was a real-life Baltimore stick-up man whose life and experiences inspired the character Omar Little on the television series "The Wire."
  • D. Mickey Deans
    Mickey Deans was an American discotheque manager and musician best known as the fifth and final husband of legendary entertainer Judy Garland.
  • E. Donnie Clark
    Donnie Clark is a musician best known as a member of the country rock band Pure Prairie League.
  • 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: Herb Dean
Triple: [Herb, usedBy, Herb Dean]
Generated description
Herb Dean is a renowned American mixed martial arts referee best known for officiating high-profile UFC bouts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herb Dean
Target entity description: Herb Dean is a renowned American mixed martial arts referee best known for officiating high-profile UFC bouts.
  • A. Loren Dean
    Loren Dean is an American actor known for his roles in films such as "Mumford," "Enemy of the State," and "Gattaca."
  • B. Henry Dean
    Henry Dean is a character in Stephen King’s "The Dark Tower" series, known as Eddie Dean’s troubled and often antagonistic older brother.
  • C. Donnie Andrews
    Donnie Andrews was a real-life Baltimore stick-up man whose life and experiences inspired the character Omar Little on the television series "The Wire."
  • D. Mickey Deans
    Mickey Deans was an American discotheque manager and musician best known as the fifth and final husband of legendary entertainer Judy Garland.
  • E. Donnie Clark
    Donnie Clark is a musician best known as a member of the country rock band Pure Prairie League.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03682ea488190ac82fdbd0e855d34 completed April 16, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef899e55c8190b1c26491bf37967a completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fef9ed514081909a54da584dff7e5c completed May 9, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69fefa72f9cc819089550217ea7c7d6e completed May 9, 2026, 9:12 a.m.
Created at: April 10, 2026, 3:15 a.m.