Triple

T14277895
Position Surface form Disambiguated ID Type / Status
Subject Amber Holt E353960 entity
Predicate hasRomanticRelationshipWith P9994 FINISHED
Object Ryan York
Ryan York is a recurring character in the TV series "Parenthood," known as a former soldier who becomes romantically involved with Amber Holt while struggling with PTSD and reintegration into civilian life.
E1107520 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: Ryan York | Statement: [Amber Holt, hasRomanticRelationshipWith, Ryan York]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ryan York
Context triple: [Amber Holt, hasRomanticRelationshipWith, Ryan York]
  • A. Taylor York
    Taylor York is an American guitarist, songwriter, and producer best known as a longtime member of the rock band Paramore.
  • B. Matt Nokes
    Matt Nokes is a former Major League Baseball catcher, best known for his All-Star rookie season with the Detroit Tigers in 1987.
  • C. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • D. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • E. Brian Routh
    Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
  • 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: Ryan York
Triple: [Amber Holt, hasRomanticRelationshipWith, Ryan York]
Generated description
Ryan York is a recurring character in the TV series "Parenthood," known as a former soldier who becomes romantically involved with Amber Holt while struggling with PTSD and reintegration into civilian life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ryan York
Target entity description: Ryan York is a recurring character in the TV series "Parenthood," known as a former soldier who becomes romantically involved with Amber Holt while struggling with PTSD and reintegration into civilian life.
  • A. Taylor York
    Taylor York is an American guitarist, songwriter, and producer best known as a longtime member of the rock band Paramore.
  • B. Matt Nokes
    Matt Nokes is a former Major League Baseball catcher, best known for his All-Star rookie season with the Detroit Tigers in 1987.
  • C. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • D. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • E. Brian Routh
    Brian Routh was a British performance artist and musician best known as one half of the avant-garde comedy and performance duo The Kipper Kids.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6585270c8190a717127b2f5dab3b completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94a018c88190b4fdbf36687ad973 completed May 8, 2026, 7:45 a.m.
NEDg Description generation batch_69fd951e076481909e10e41ce8a54c1d completed May 8, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69fd959a6a74819096ee02b9f6fe227b completed May 8, 2026, 7:49 a.m.
Created at: April 10, 2026, 1:10 a.m.