Triple

T18298534
Position Surface form Disambiguated ID Type / Status
Subject Known Space E438294 entity
Predicate notableCharacter P1481 FINISHED
Object Speaker-to-Animals
Speaker-to-Animals is a key alien character from Larry Niven’s Known Space universe, a Kzin who later takes the name Chmeee and plays a major role in the Ringworld series.
E1316858 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 | Statement: [Known Space, notableCharacter, Speaker-to-Animals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Speaker-to-Animals
Context triple: [Known Space, notableCharacter, Speaker-to-Animals]
  • A. Animalese
    Animalese is the distinctive, high-pitched gibberish speech style used by characters in the Animal Crossing video game series.
  • B. Voice of the Animals
    Voice of the Animals is a studio album by American violinist Scarlet Rivera, showcasing her distinctive fusion of rock, folk, and world music influences.
  • C. Talk to the Animals
    "Talk to the Animals" is an Academy Award-winning song from the 1967 musical film Doctor Dolittle, best known for its whimsical lyrics about conversing with animals.
  • D. Voices of Animals and Men
    Voices of Animals and Men is the debut studio album by English indie rock band The Young Knives, known for its angular post-punk sound and witty, observational lyrics.
  • E. Danimals
    "Danimals" is a song by rapper Mudboy, likely reflecting his energetic, offbeat style and experimental approach to hip-hop.
  • 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
Triple: [Known Space, notableCharacter, Speaker-to-Animals]
Generated description
Speaker-to-Animals is a key alien character from Larry Niven’s Known Space universe, a Kzin who later takes the name Chmeee and plays a major role in the Ringworld series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Speaker-to-Animals
Target entity description: Speaker-to-Animals is a key alien character from Larry Niven’s Known Space universe, a Kzin who later takes the name Chmeee and plays a major role in the Ringworld series.
  • A. Animalese
    Animalese is the distinctive, high-pitched gibberish speech style used by characters in the Animal Crossing video game series.
  • B. Voice of the Animals
    Voice of the Animals is a studio album by American violinist Scarlet Rivera, showcasing her distinctive fusion of rock, folk, and world music influences.
  • C. Talk to the Animals
    "Talk to the Animals" is an Academy Award-winning song from the 1967 musical film Doctor Dolittle, best known for its whimsical lyrics about conversing with animals.
  • D. Voices of Animals and Men
    Voices of Animals and Men is the debut studio album by English indie rock band The Young Knives, known for its angular post-punk sound and witty, observational lyrics.
  • E. Danimals
    "Danimals" is a song by rapper Mudboy, likely reflecting his energetic, offbeat style and experimental approach to hip-hop.
  • 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5017d96588190ac1e326803142976 completed April 19, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb5c7e4c8190b360b15b6e6ac677 completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bbfa0da481908bb0e388dcbe9913 completed May 12, 2026, 11:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03bd6078b88190887a32099fc31db0 completed May 12, 2026, 11:53 p.m.
Created at: April 10, 2026, 10:35 a.m.