Triple

T15907566
Position Surface form Disambiguated ID Type / Status
Subject ER season 15 E385759 entity
Predicate featuresCharacter P626 FINISHED
Object Dr. Tony Gates
Dr. Tony Gates is a fictional emergency medicine physician and former paramedic on the television series "ER," known for his complex personal life and passionate, sometimes impulsive approach to patient care.
E1185380 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: Dr. Tony Gates | Statement: [ER season 15, featuresCharacter, Dr. Tony Gates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Tony Gates
Context triple: [ER season 15, featuresCharacter, Dr. Tony Gates]
  • A. Dr. Raymond Langston
    Dr. Raymond Langston is a fictional forensic pathologist and crime scene investigator on the television series "CSI: Crime Scene Investigation," known for being portrayed by actor Laurence Fishburne.
  • B. Dr. Ross Jennings
    Dr. Ross Jennings is the small-town physician and protagonist of the 1990 horror-comedy film "Arachnophobia," who must confront his intense fear of spiders when deadly arachnids invade his community.
  • C. Dr. Garret Macy
    Dr. Garret Macy is a senior medical examiner and mentor figure from the television series "Crossing Jordan," known for his professionalism and complex personal relationships with his colleagues.
  • D. Dr. Trevor Grant
    Dr. Trevor Grant is a fictional scientist character portrayed by actor James Callis, known for his involvement in complex, high-stakes scientific scenarios.
  • E. Dr. John Markway
    Dr. John Markway is a paranormal investigator and central protagonist in the 1963 horror film "The Haunting," leading a research expedition into the mysterious Hill House.
  • 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: Dr. Tony Gates
Triple: [ER season 15, featuresCharacter, Dr. Tony Gates]
Generated description
Dr. Tony Gates is a fictional emergency medicine physician and former paramedic on the television series "ER," known for his complex personal life and passionate, sometimes impulsive approach to patient care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Tony Gates
Target entity description: Dr. Tony Gates is a fictional emergency medicine physician and former paramedic on the television series "ER," known for his complex personal life and passionate, sometimes impulsive approach to patient care.
  • A. Dr. Raymond Langston
    Dr. Raymond Langston is a fictional forensic pathologist and crime scene investigator on the television series "CSI: Crime Scene Investigation," known for being portrayed by actor Laurence Fishburne.
  • B. Dr. Ross Jennings
    Dr. Ross Jennings is the small-town physician and protagonist of the 1990 horror-comedy film "Arachnophobia," who must confront his intense fear of spiders when deadly arachnids invade his community.
  • C. Dr. Garret Macy
    Dr. Garret Macy is a senior medical examiner and mentor figure from the television series "Crossing Jordan," known for his professionalism and complex personal relationships with his colleagues.
  • D. Dr. Trevor Grant
    Dr. Trevor Grant is a fictional scientist character portrayed by actor James Callis, known for his involvement in complex, high-stakes scientific scenarios.
  • E. Dr. John Markway
    Dr. John Markway is a paranormal investigator and central protagonist in the 1963 horror film "The Haunting," leading a research expedition into the mysterious Hill House.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1565c11bc819091b1fd85901a832d completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5a5b0dc81909606d667c3bc0edf completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb663ac1c8190a7def27579acf8aa completed May 9, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffb6b9007c819096a02c416239dcac completed May 9, 2026, 10:35 p.m.
Created at: April 10, 2026, 4:52 a.m.