Triple

T5019168
Position Surface form Disambiguated ID Type / Status
Subject Jim Hopper E112806 entity
Predicate fullName P16 FINISHED
Object James Hopper
James Hopper is the full given name of Jim Hopper, the fictional small-town police chief from the television series "Stranger Things."
 E486707 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: James Hopper | Statement: [Jim Hopper, fullName, James Hopper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Hopper
Context triple: [Jim Hopper, fullName, James Hopper]
  • A. William Hopper
    William Hopper was an American actor best known for his roles in mid-20th-century Hollywood films and television, including a supporting part in the iconic 1955 drama "Rebel Without a Cause."
  • B. Hurley Reyes
    Hurley Reyes is a beloved main character from the television series "Lost," known for his humor, kindness, and complex backstory involving a lottery win and perceived bad luck.
  • C. Rex O'Malley
    Rex O'Malley was a British-born character actor known for his supporting roles in Hollywood films of the 1930s and 1940s.
  • D. John Shanks
    John Shanks is a Grammy-winning American record producer, songwriter, and guitarist known for his work with major pop and rock artists.
  • E. Hobie Doyle
    Hobie Doyle is a singing cowboy movie star and bumbling yet earnest actor in the Coen brothers’ film "Hail, Caesar!"
  • 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: James Hopper
Triple: [Jim Hopper, fullName, James Hopper]
Generated description
James Hopper is the full given name of Jim Hopper, the fictional small-town police chief from the television series "Stranger Things."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Hopper
Target entity description: James Hopper is the full given name of Jim Hopper, the fictional small-town police chief from the television series "Stranger Things."
  • A. William Hopper
    William Hopper was an American actor best known for his roles in mid-20th-century Hollywood films and television, including a supporting part in the iconic 1955 drama "Rebel Without a Cause."
  • B. Hurley Reyes
    Hurley Reyes is a beloved main character from the television series "Lost," known for his humor, kindness, and complex backstory involving a lottery win and perceived bad luck.
  • C. Rex O'Malley
    Rex O'Malley was a British-born character actor known for his supporting roles in Hollywood films of the 1930s and 1940s.
  • D. John Shanks
    John Shanks is a Grammy-winning American record producer, songwriter, and guitarist known for his work with major pop and rock artists.
  • E. Hobie Doyle
    Hobie Doyle is a singing cowboy movie star and bumbling yet earnest actor in the Coen brothers’ film "Hail, Caesar!"
  • 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7342c62881909acb35849da8761c completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927bdfa481908a5face7b4fd7058 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93e00fc08190a0706dd7375020f5 completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be94a7e15481908f17feafb593b97b completed March 21, 2026, 12:52 p.m.
Created at: March 20, 2026, 1:35 p.m.