Triple

T16327807
Position Surface form Disambiguated ID Type / Status
Subject Naya Rivera E396469 entity
Predicate spouse P13 FINISHED
Object Ryan Dorsey
Ryan Dorsey is an American actor known for roles in television series such as "Justified" and "Ray Donovan," and for his former marriage to actress Naya Rivera.
E1207382 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 Dorsey | Statement: [Naya Rivera, spouse, Ryan Dorsey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ryan Dorsey
Context triple: [Naya Rivera, spouse, Ryan Dorsey]
  • A. Jacky Dorsey
    Jacky Dorsey is a former professional basketball player best known for his standout performance in the late 1970s, including earning MVP honors in the 1979 NBA Finals.
  • B. Chris Messina
    Chris Messina is an American actor known for his versatile roles in film and television, including prominent performances in projects like "The Mindy Project," "Vicky Cristina Barcelona," and "Sharp Objects."
  • C. Chris Messina
    Chris Messina is an American audio engineer and producer best known for his close collaboration with Bon Iver and other indie artists, contributing to their distinctive experimental sound.
  • D. Jack Dorsey
    Jack Dorsey is an American technology entrepreneur and programmer best known as the co-founder and former CEO of Twitter and the founder and CEO of Block, Inc.
  • E. David Beme
    David Beme is a French local politician who serves as the mayor of the commune of Digoin in eastern France.
  • 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 Dorsey
Triple: [Naya Rivera, spouse, Ryan Dorsey]
Generated description
Ryan Dorsey is an American actor known for roles in television series such as "Justified" and "Ray Donovan," and for his former marriage to actress Naya Rivera.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ryan Dorsey
Target entity description: Ryan Dorsey is an American actor known for roles in television series such as "Justified" and "Ray Donovan," and for his former marriage to actress Naya Rivera.
  • A. Jacky Dorsey
    Jacky Dorsey is a former professional basketball player best known for his standout performance in the late 1970s, including earning MVP honors in the 1979 NBA Finals.
  • B. Chris Messina
    Chris Messina is an American actor known for his versatile roles in film and television, including prominent performances in projects like "The Mindy Project," "Vicky Cristina Barcelona," and "Sharp Objects."
  • C. Chris Messina
    Chris Messina is an American audio engineer and producer best known for his close collaboration with Bon Iver and other indie artists, contributing to their distinctive experimental sound.
  • D. Jack Dorsey
    Jack Dorsey is an American technology entrepreneur and programmer best known as the co-founder and former CEO of Twitter and the founder and CEO of Block, Inc.
  • E. David Beme
    David Beme is a French local politician who serves as the mayor of the commune of Digoin in eastern France.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2c4dcd034819081d849003d918245 completed April 17, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00260f487c81909e3e54e47c11b83a completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0027f09b588190b71d550d2a14868d completed May 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_6a002899c8888190be247f5db60552e0 completed May 10, 2026, 6:41 a.m.
Created at: April 10, 2026, 5:07 a.m.