Triple

T16035785
Position Surface form Disambiguated ID Type / Status
Subject The Word for World Is Forest E388965 entity
Predicate character P662 FINISHED
Object Raj Lyubov
Raj Lyubov is a human anthropologist in Ursula K. Le Guin’s novella "The Word for World Is Forest," known for his sympathetic engagement with the native Athsheans and moral conflict over his society’s colonial exploitation.
E1190645 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: Raj Lyubov | Statement: [The Word for World Is Forest, character, Raj Lyubov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raj Lyubov
Context triple: [The Word for World Is Forest, character, Raj Lyubov]
  • A. Filipp Mironov
    Filipp Mironov was a prominent Russian Civil War cavalry commander and Red Army officer known for his leadership of Cossack units and later opposition to certain Bolshevik policies.
  • B. Vladimir Grinev
    Vladimir Grinev is a Ukrainian politician who was one of the signatories involved in the dissolution of the Soviet Union through the Belavezha Accords.
  • C. Boris Grebenshchikov
    Boris Grebenshchikov is a pioneering Russian rock musician, singer-songwriter, and leader of the influential band Aquarium, often regarded as a founding figure of Russian rock music.
  • D. Nikita Muravyov
    Nikita Muravyov was a Russian nobleman, army officer, and political thinker best known as one of the leading Decembrists who drafted early constitutional projects to limit autocracy in the Russian Empire.
  • E. Eldar Ryazanov
    Eldar Ryazanov was a renowned Soviet and Russian film director and screenwriter, celebrated for his sharp-witted comedies and satirical portrayals of everyday life.
  • 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: Raj Lyubov
Triple: [The Word for World Is Forest, character, Raj Lyubov]
Generated description
Raj Lyubov is a human anthropologist in Ursula K. Le Guin’s novella "The Word for World Is Forest," known for his sympathetic engagement with the native Athsheans and moral conflict over his society’s colonial exploitation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raj Lyubov
Target entity description: Raj Lyubov is a human anthropologist in Ursula K. Le Guin’s novella "The Word for World Is Forest," known for his sympathetic engagement with the native Athsheans and moral conflict over his society’s colonial exploitation.
  • A. Filipp Mironov
    Filipp Mironov was a prominent Russian Civil War cavalry commander and Red Army officer known for his leadership of Cossack units and later opposition to certain Bolshevik policies.
  • B. Vladimir Grinev
    Vladimir Grinev is a Ukrainian politician who was one of the signatories involved in the dissolution of the Soviet Union through the Belavezha Accords.
  • C. Boris Grebenshchikov
    Boris Grebenshchikov is a pioneering Russian rock musician, singer-songwriter, and leader of the influential band Aquarium, often regarded as a founding figure of Russian rock music.
  • D. Nikita Muravyov
    Nikita Muravyov was a Russian nobleman, army officer, and political thinker best known as one of the leading Decembrists who drafted early constitutional projects to limit autocracy in the Russian Empire.
  • E. Eldar Ryazanov
    Eldar Ryazanov was a renowned Soviet and Russian film director and screenwriter, celebrated for his sharp-witted comedies and satirical portrayals of everyday life.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1833b84608190887dafda5d081dc0 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbd3a1248190ad055892cebde5f0 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdc5fd30c8190aaf66482f24285b4 completed May 10, 2026, 1:16 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd0392e08190af42a0cdc5dd4c1f completed May 10, 2026, 1:18 a.m.
Created at: April 10, 2026, 4:56 a.m.