Triple

T16622547
Position Surface form Disambiguated ID Type / Status
Subject Greg Berlanti E403867 entity
Predicate spouse P13 FINISHED
Object Robbie Rogers
Robbie Rogers is a former American professional soccer player who became one of the first openly gay male athletes in a major North American sports league and later a producer and LGBTQ+ advocate.
E1224014 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: Robbie Rogers | Statement: [Greg Berlanti, spouse, Robbie Rogers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robbie Rogers
Context triple: [Greg Berlanti, spouse, Robbie Rogers]
  • A. Jake Cahill
    Jake Cahill is the fictional gunslinging TV cowboy portrayed by Rick Dalton in the in-universe 1950s Western series "Bounty Law" from Quentin Tarantino's film "Once Upon a Time in Hollywood."
  • B. DaMarcus Beasley
    DaMarcus Beasley is an American former professional soccer player and versatile winger who became one of the most accomplished U.S. internationals, appearing in four FIFA World Cups and enjoying a long club career in MLS and Europe.
  • C. Landon Donovan
    Landon Donovan is a retired American soccer player widely regarded as one of the greatest in U.S. history, known for his prolific MLS and U.S. national team careers and numerous championships.
  • D. Alexi Lalas
    Alexi Lalas is a former American soccer defender best known for his standout performance in the 1994 FIFA World Cup and his pioneering role as one of the first high-profile U.S. players in Serie A and Major League Soccer.
  • E. Bryan Ruiz
    Bryan Ruiz is a Costa Rican attacking midfielder and forward best known for captaining his country at multiple World Cups and enjoying a successful club career in Europe, particularly with FC Twente and Fulham.
  • 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: Robbie Rogers
Triple: [Greg Berlanti, spouse, Robbie Rogers]
Generated description
Robbie Rogers is a former American professional soccer player who became one of the first openly gay male athletes in a major North American sports league and later a producer and LGBTQ+ advocate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robbie Rogers
Target entity description: Robbie Rogers is a former American professional soccer player who became one of the first openly gay male athletes in a major North American sports league and later a producer and LGBTQ+ advocate.
  • A. Jake Cahill
    Jake Cahill is the fictional gunslinging TV cowboy portrayed by Rick Dalton in the in-universe 1950s Western series "Bounty Law" from Quentin Tarantino's film "Once Upon a Time in Hollywood."
  • B. DaMarcus Beasley
    DaMarcus Beasley is an American former professional soccer player and versatile winger who became one of the most accomplished U.S. internationals, appearing in four FIFA World Cups and enjoying a long club career in MLS and Europe.
  • C. Landon Donovan
    Landon Donovan is a retired American soccer player widely regarded as one of the greatest in U.S. history, known for his prolific MLS and U.S. national team careers and numerous championships.
  • D. Alexi Lalas
    Alexi Lalas is a former American soccer defender best known for his standout performance in the 1994 FIFA World Cup and his pioneering role as one of the first high-profile U.S. players in Serie A and Major League Soccer.
  • E. Bryan Ruiz
    Bryan Ruiz is a Costa Rican attacking midfielder and forward best known for captaining his country at multiple World Cups and enjoying a successful club career in Europe, particularly with FC Twente and Fulham.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754f4f508190a5b4b8511623fcd4 completed April 18, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007db4a9288190aea7db58bb379404 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e6507208190b3f32c05a2f647bd completed May 10, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_6a007f2cefa081908734a907da33a72f completed May 10, 2026, 12:50 p.m.
Created at: April 10, 2026, 5:17 a.m.