Triple

T4410288
Position Surface form Disambiguated ID Type / Status
Subject Ringworld E94835 entity
Predicate exploredBy P1562 FINISHED
Object Louis Wu (fictional character)
Louis Wu is the human protagonist of Larry Niven’s Ringworld series, an adventurous explorer known for his journeys across the vast artificial Ringworld megastructure.
 E438297 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: Louis Wu (fictional character) | Statement: [Ringworld, exploredBy, Louis Wu (fictional character)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louis Wu (fictional character)
Context triple: [Ringworld, exploredBy, Louis Wu (fictional character)]
  • A. Mr. Wuf
    Mr. Wuf is the costumed wolf mascot who represents North Carolina State University's athletic teams and school spirit.
  • B. Jimmy Woo
    Jimmy Woo is a Marvel Comics and Marvel Cinematic Universe character, depicted as an earnest and by-the-book FBI agent who often becomes entangled in superhero-related investigations.
  • C. Mr. Wong
    Mr. Wong is the enigmatic criminal mastermind and primary antagonist in the 1934 mystery film "The Mysterious Mr. Wong."
  • D. Han Lue
    Han Lue is a laid-back, skilled street racer and heist crew member in the Fast & Furious franchise, known for his calm demeanor, drifting talent, and constant snacking.
  • E. Wu
    Wu is a common Chinese surname borne by many notable individuals across politics, academia, entertainment, and sports.
  • 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: Louis Wu (fictional character)
Triple: [Ringworld, exploredBy, Louis Wu (fictional character)]
Generated description
Louis Wu is the human protagonist of Larry Niven’s Ringworld series, an adventurous explorer known for his journeys across the vast artificial Ringworld megastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louis Wu (fictional character)
Target entity description: Louis Wu is the human protagonist of Larry Niven’s Ringworld series, an adventurous explorer known for his journeys across the vast artificial Ringworld megastructure.
  • A. Mr. Wuf
    Mr. Wuf is the costumed wolf mascot who represents North Carolina State University's athletic teams and school spirit.
  • B. Jimmy Woo
    Jimmy Woo is a Marvel Comics and Marvel Cinematic Universe character, depicted as an earnest and by-the-book FBI agent who often becomes entangled in superhero-related investigations.
  • C. Mr. Wong
    Mr. Wong is the enigmatic criminal mastermind and primary antagonist in the 1934 mystery film "The Mysterious Mr. Wong."
  • D. Han Lue
    Han Lue is a laid-back, skilled street racer and heist crew member in the Fast & Furious franchise, known for his calm demeanor, drifting talent, and constant snacking.
  • E. Wu
    Wu is a common Chinese surname borne by many notable individuals across politics, academia, entertainment, and sports.
  • 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b354e4c58c8190b4190aad3095a1dd completed March 13, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f60ea0808190a59418f7911d123d completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f9e8c7d08190b8a61ba1c4bf559a completed March 15, 2026, 12:14 a.m.
NED2 Entity disambiguation (via description) batch_69b5fa6495f881909a08b0e5b8b7decf completed March 15, 2026, 12:16 a.m.
Created at: March 12, 2026, 11:29 p.m.