Triple

T15624104
Position Surface form Disambiguated ID Type / Status
Subject Remembrance of Earth’s Past trilogy E375636 entity
Predicate originalTitleOfSecondBook P84711 FINISHED
Object 黑暗森林
《黑暗森林》是一部由刘慈欣创作的中国科幻长篇小说,作为“地球往事”三部曲的第二部,以“黑暗森林法则”揭示宇宙文明生存困境与人类在宇宙威胁下的抉择。
E1167706 NE FINISHED

How this triple was built (5 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: 黑暗森林 | Statement: [Remembrance of Earth’s Past trilogy, originalTitleOfSecondBook, 黑暗森林]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 黑暗森林
Context triple: [Remembrance of Earth’s Past trilogy, originalTitleOfSecondBook, 黑暗森林]
  • A. Forbidden Forest
    The Forbidden Forest is a dark, enchanted woodland on the grounds of Hogwarts School of Witchcraft and Wizardry, known for its dangerous magical creatures and mysterious, off-limits reputation in the Harry Potter series.
  • B. Spider Forest
    Spider Forest is a dangerous, monster-infested jungle area in the Kurast region of the action role-playing game Diablo II.
  • C. Lost Forest
    Lost Forest is a lush, immersive habitat at the San Diego Zoo featuring tropical landscapes and diverse animal species such as primates, hippos, and exotic birds.
  • D. Lost Forest
    Lost Forest is an isolated stand of ancient ponderosa pines in Oregon’s high desert, notable for surviving far from any contemporary forest and offering a rare glimpse into a much wetter prehistoric climate.
  • E. The Forest
    The Forest is a 2016 supernatural horror film in which a woman searches Japan’s Aokigahara “suicide forest” for her missing twin sister.
  • 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: 黑暗森林
Triple: [Remembrance of Earth’s Past trilogy, originalTitleOfSecondBook, 黑暗森林]
Generated description
《黑暗森林》是一部由刘慈欣创作的中国科幻长篇小说,作为“地球往事”三部曲的第二部,以“黑暗森林法则”揭示宇宙文明生存困境与人类在宇宙威胁下的抉择。
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 黑暗森林
Target entity description: 《黑暗森林》是一部由刘慈欣创作的中国科幻长篇小说,作为“地球往事”三部曲的第二部,以“黑暗森林法则”揭示宇宙文明生存困境与人类在宇宙威胁下的抉择。
  • A. Forbidden Forest
    The Forbidden Forest is a dark, enchanted woodland on the grounds of Hogwarts School of Witchcraft and Wizardry, known for its dangerous magical creatures and mysterious, off-limits reputation in the Harry Potter series.
  • B. Spider Forest
    Spider Forest is a dangerous, monster-infested jungle area in the Kurast region of the action role-playing game Diablo II.
  • C. Lost Forest
    Lost Forest is an isolated stand of ancient ponderosa pines in Oregon’s high desert, notable for surviving far from any contemporary forest and offering a rare glimpse into a much wetter prehistoric climate.
  • D. Lost Forest
    Lost Forest is a lush, immersive habitat at the San Diego Zoo featuring tropical landscapes and diverse animal species such as primates, hippos, and exotic birds.
  • E. The Forest
    "The Forest" is a musical cue from Bernard Herrmann's iconic score for Alfred Hitchcock's 1959 thriller "North by Northwest."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: originalTitleOfSecondBook
Context triple: [Remembrance of Earth’s Past trilogy, originalTitleOfSecondBook, 黑暗森林]
  • A. secondBookTitle chosen
    Indicates the title of the second book associated with a given entity or in a specified ordered collection of books.
  • B. secondBook
    Indicates that one entity is the second book in an ordered sequence or collection relative to another entity.
  • C. titleOfBook
    Indicates that one entity is the title assigned to a particular book.
  • D. secondSeriesTitle
    Indicates that an entity has a second series whose title is given by the related value.
  • E. secondStoryTitle
    Indicates that an entity has a title specifically associated with its second story, installment, or entry in a sequence.
  • F. None of above.

Provenance (6 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e9cfd94819091459aa17a002eaf completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f3f65dc8190ac94db1d4d53d77f completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff60188df48190a1cc891757a795d0 completed May 9, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69ff60938ef081908cd88cf8242bc785 completed May 9, 2026, 4:28 p.m.
PD Predicate disambiguation batch_69deda868d4481908f4bce1c64d2902a completed April 15, 2026, 12:23 a.m.
Created at: April 10, 2026, 4:14 a.m.