Triple

T4410290
Position Surface form Disambiguated ID Type / Status
Subject Ringworld E94835 entity
Predicate exploredBy P1562 FINISHED
Object Speaker-to-Animals (fictional character)
Speaker-to-Animals is a Kzin diplomat and warrior from Larry Niven’s Ringworld series, known for his role in the expedition that investigates the mysterious artificial megastructure.
E438299 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: Speaker-to-Animals (fictional character) | Statement: [Ringworld, exploredBy, Speaker-to-Animals (fictional character)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speaker-to-Animals (fictional character)
Context triple: [Ringworld, exploredBy, Speaker-to-Animals (fictional character)]
  • A. Donkey (Shrek)
    Donkey (Shrek) is the fast-talking, comedic, and loyal talking donkey who serves as Shrek’s sidekick in the Shrek animated film series.
  • B. Boo Hoo the Bear
    Boo Hoo the Bear is the costumed mascot representing Queen's University at Kingston, symbolizing school spirit and supporting the university’s athletic teams and events.
  • C. Alphie the Wolf
    Alphie the Wolf is the costumed wolf character who serves as the primary spirit symbol and fan-engaging mascot for the University of Nevada, Reno’s athletic teams.
  • D. Benny the Beaver
    Benny the Beaver is the costumed beaver mascot representing the athletic teams and school spirit of the City College of New York.
  • E. Big Bad Wolf (Shrek)
    Big Bad Wolf (Shrek) is a recurring fairy-tale character in the Shrek film series, portrayed as a laid-back, pajama-wearing wolf who subverts his traditional villainous role with deadpan humor and a friendly demeanor.
  • 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: Speaker-to-Animals (fictional character)
Triple: [Ringworld, exploredBy, Speaker-to-Animals (fictional character)]
Generated description
Speaker-to-Animals is a Kzin diplomat and warrior from Larry Niven’s Ringworld series, known for his role in the expedition that investigates the mysterious artificial megastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speaker-to-Animals (fictional character)
Target entity description: Speaker-to-Animals is a Kzin diplomat and warrior from Larry Niven’s Ringworld series, known for his role in the expedition that investigates the mysterious artificial megastructure.
  • A. Donkey (Shrek)
    Donkey (Shrek) is the fast-talking, comedic, and loyal talking donkey who serves as Shrek’s sidekick in the Shrek animated film series.
  • B. Boo Hoo the Bear
    Boo Hoo the Bear is the costumed mascot representing Queen's University at Kingston, symbolizing school spirit and supporting the university’s athletic teams and events.
  • C. Alphie the Wolf
    Alphie the Wolf is the costumed wolf character who serves as the primary spirit symbol and fan-engaging mascot for the University of Nevada, Reno’s athletic teams.
  • D. Benny the Beaver
    Benny the Beaver is the costumed beaver mascot representing the athletic teams and school spirit of the City College of New York.
  • E. Big Bad Wolf (Shrek)
    Big Bad Wolf (Shrek) is a recurring fairy-tale character in the Shrek film series, portrayed as a laid-back, pajama-wearing wolf who subverts his traditional villainous role with deadpan humor and a friendly demeanor.
  • 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.