Triple

T16308264
Position Surface form Disambiguated ID Type / Status
Subject Oakland Invaders E395975 entity
Predicate notablePlayer P304 FINISHED
Object Bobby Hebert
Bobby Hebert is a former American football quarterback best known for his success in the USFL and later in the NFL with the New Orleans Saints and Atlanta Falcons.
E1209041 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: Bobby Hebert | Statement: [Oakland Invaders, notablePlayer, Bobby Hebert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobby Hebert
Context triple: [Oakland Invaders, notablePlayer, Bobby Hebert]
  • A. Bobby Harron
    Bobby Harron was a prominent American silent film actor of the 1910s, best known for his roles in several of D. W. Griffith’s landmark films.
  • B. Randall Boggs
    Randall Boggs is the chameleon-like, villainous scarer in Pixar's animated film "Monsters, Inc." who is known for his invisibility and rivalry with Mike and Sulley.
  • C. Bobby Griffith
    Bobby Griffith was a real-life gay teenager whose struggles with his sexuality and his devout Christian family’s rejection became the basis for the book and film "Prayers for Bobby," making him a symbol of the tragic consequences of homophobia and the importance of LGBTQ+ acceptance.
  • D. Derwin Davis
    Derwin Davis is a fictional professional football player and central figure in the television series "The Game," known for his career struggles and complicated romantic relationships.
  • E. Marvin Jones
    Marvin Jones was an influential American congressman from Texas who played a key role in New Deal agricultural policy and rural reform.
  • 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: Bobby Hebert
Triple: [Oakland Invaders, notablePlayer, Bobby Hebert]
Generated description
Bobby Hebert is a former American football quarterback best known for his success in the USFL and later in the NFL with the New Orleans Saints and Atlanta Falcons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobby Hebert
Target entity description: Bobby Hebert is a former American football quarterback best known for his success in the USFL and later in the NFL with the New Orleans Saints and Atlanta Falcons.
  • A. Bobby Harron
    Bobby Harron was a prominent American silent film actor of the 1910s, best known for his roles in several of D. W. Griffith’s landmark films.
  • B. Randall Boggs
    Randall Boggs is the chameleon-like, villainous scarer in Pixar's animated film "Monsters, Inc." who is known for his invisibility and rivalry with Mike and Sulley.
  • C. Bobby Griffith
    Bobby Griffith was a real-life gay teenager whose struggles with his sexuality and his devout Christian family’s rejection became the basis for the book and film "Prayers for Bobby," making him a symbol of the tragic consequences of homophobia and the importance of LGBTQ+ acceptance.
  • D. Derwin Davis
    Derwin Davis is a fictional professional football player and central figure in the television series "The Game," known for his career struggles and complicated romantic relationships.
  • E. Marvin Jones
    Marvin Jones was an influential American congressman from Texas who played a key role in New Deal agricultural policy and rural reform.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288d776808190a7c9918477f07216 completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a002da444408190b770055d84060f4d completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002ec2fd948190878af958d0b90ce6 completed May 10, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_6a00312a4fc48190b6bd6ad9db71bb4d completed May 10, 2026, 7:18 a.m.
Created at: April 10, 2026, 5:06 a.m.