Triple

T3999047
Position Surface form Disambiguated ID Type / Status
Subject Doug Emhoff E87166 entity
Predicate child P120 FINISHED
Object Cole Emhoff
Cole Emhoff is the son of Second Gentleman Doug Emhoff and the stepson of U.S. Vice President Kamala Harris, who has occasionally appeared in public alongside them.
E406096 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: Cole Emhoff | Statement: [Doug Emhoff, child, Cole Emhoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cole Emhoff
Context triple: [Doug Emhoff, child, Cole Emhoff]
  • A. Joshua Russaw
    Joshua Russaw is the son of American R&B singer Faith Evans and her former husband, music producer Todd Russaw.
  • B. Brennan Chapman
    Brennan Chapman is a cinematographer known for his work on the animated feature film "The Super Mario Bros. Movie."
  • C. Jordan Kerner
    Jordan Kerner is an American film and television producer known for projects such as "Less Than Zero" and the live-action "The Smurfs" films.
  • D. Sage Kotsenburg
    Sage Kotsenburg is an American snowboarder best known for winning the first-ever Olympic gold medal in men's slopestyle at the 2014 Winter Olympics in Sochi.
  • E. Nicholas Monsour
    Nicholas Monsour is a film editor known for his work on Jordan Peele’s horror film "Nope."
  • 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: Cole Emhoff
Triple: [Doug Emhoff, child, Cole Emhoff]
Generated description
Cole Emhoff is the son of Second Gentleman Doug Emhoff and the stepson of U.S. Vice President Kamala Harris, who has occasionally appeared in public alongside them.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cole Emhoff
Target entity description: Cole Emhoff is the son of Second Gentleman Doug Emhoff and the stepson of U.S. Vice President Kamala Harris, who has occasionally appeared in public alongside them.
  • A. Joshua Russaw
    Joshua Russaw is the son of American R&B singer Faith Evans and her former husband, music producer Todd Russaw.
  • B. Brennan Chapman
    Brennan Chapman is a cinematographer known for his work on the animated feature film "The Super Mario Bros. Movie."
  • C. Jordan Kerner
    Jordan Kerner is an American film and television producer known for projects such as "Less Than Zero" and the live-action "The Smurfs" films.
  • D. Sage Kotsenburg
    Sage Kotsenburg is an American snowboarder best known for winning the first-ever Olympic gold medal in men's slopestyle at the 2014 Winter Olympics in Sochi.
  • E. Nicholas Monsour
    Nicholas Monsour is a film editor known for his work on Jordan Peele’s horror film "Nope."
  • 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_69aed94118148190975e6aa4e554cde9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa4065ac8190a898a1025365b8e9 completed March 9, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c57f60c819080e237b4b056d73b completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54dbaf3d88190962e5c0b5b4604d4 completed March 14, 2026, 11:59 a.m.
NED2 Entity disambiguation (via description) batch_69b54e16cde48190bb82f0eb04470629 completed March 14, 2026, 12:01 p.m.
Created at: March 9, 2026, 3:34 p.m.