Triple

T11504692
Position Surface form Disambiguated ID Type / Status
Subject Beto O'Rourke E272751 entity
Predicate fullName P16 FINISHED
Object Robert Francis O'Rourke
Robert Francis O'Rourke is an American Democratic politician and former U.S. Representative from Texas, widely known for his high-profile 2018 Senate campaign against Ted Cruz and his 2020 presidential bid under the name Beto O'Rourke.
E936789 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: Robert Francis O'Rourke | Statement: [Beto O'Rourke, fullName, Robert Francis O'Rourke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Francis O'Rourke
Context triple: [Beto O'Rourke, fullName, Robert Francis O'Rourke]
  • A. Robert Emmett O’Connor
    Robert Emmett O’Connor was an American character actor of the early 20th century, best known for his numerous supporting roles in Hollywood films, often portraying policemen or authority figures.
  • B. Charles O’Curran
    Charles O’Curran was an American choreographer and director best known for his work in Hollywood musicals and for being married to actress and singer Betty Hutton.
  • C. Hugh O’Connor
    Hugh O’Connor was an American actor best known for his role as Officer Lonnie Jamison on the television series "In the Heat of the Night" and as the adopted son of actor Carroll O’Connor.
  • D. William O’Leary
    William O’Leary is an American actor best known for his role as Marty Taylor on the television sitcom "Home Improvement."
  • E. Seán T. O'Kelly
    Seán T. O'Kelly was an Irish politician who served as the second President of Ireland and a prominent leader in the country's struggle for independence and early statehood.
  • 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: Robert Francis O'Rourke
Triple: [Beto O'Rourke, fullName, Robert Francis O'Rourke]
Generated description
Robert Francis O'Rourke is an American Democratic politician and former U.S. Representative from Texas, widely known for his high-profile 2018 Senate campaign against Ted Cruz and his 2020 presidential bid under the name Beto O'Rourke.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Francis O'Rourke
Target entity description: Robert Francis O'Rourke is an American Democratic politician and former U.S. Representative from Texas, widely known for his high-profile 2018 Senate campaign against Ted Cruz and his 2020 presidential bid under the name Beto O'Rourke.
  • A. Robert Emmett O’Connor
    Robert Emmett O’Connor was an American character actor of the early 20th century, best known for his numerous supporting roles in Hollywood films, often portraying policemen or authority figures.
  • B. Charles O’Curran
    Charles O’Curran was an American choreographer and director best known for his work in Hollywood musicals and for being married to actress and singer Betty Hutton.
  • C. Hugh O’Connor
    Hugh O’Connor was an American actor best known for his role as Officer Lonnie Jamison on the television series "In the Heat of the Night" and as the adopted son of actor Carroll O’Connor.
  • D. William O’Leary
    William O’Leary is an American actor best known for his role as Marty Taylor on the television sitcom "Home Improvement."
  • E. Seán T. O'Kelly
    Seán T. O'Kelly was an Irish politician who served as the second President of Ireland and a prominent leader in the country's struggle for independence and early statehood.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db2f4b08190801de1b773932f59 completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee86853e088190a9c1378aad45fa18 completed April 26, 2026, 9:41 p.m.
NEDg Description generation batch_69ee9cf1cb2481908bc473c87bc42d60 completed April 26, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_69eecd31894481908dbd55f605c693f9 completed April 27, 2026, 2:42 a.m.
Created at: April 8, 2026, 9:36 p.m.