Triple

T15624117
Position Surface form Disambiguated ID Type / Status
Subject Remembrance of Earth’s Past trilogy E375636 entity
Predicate featuresCivilization P106203 FINISHED
Object Trisolaran civilization
The Trisolaran civilization is an advanced, hostile alien society from Liu Cixin’s Remembrance of Earth’s Past trilogy, originating in a chaotic three-sun system and becoming humanity’s primary extraterrestrial adversary.
E1167708 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: Trisolaran civilization | Statement: [Remembrance of Earth’s Past trilogy, featuresCivilization, Trisolaran civilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trisolaran civilization
Context triple: [Remembrance of Earth’s Past trilogy, featuresCivilization, Trisolaran civilization]
  • A. The Three-Body Problem
    The Three-Body Problem is a landmark science fiction novel by Chinese author Liu Cixin that explores humanity’s first contact with an alien civilization against the backdrop of China’s Cultural Revolution.
  • B. Remembrance of Earth’s Past trilogy
    The Remembrance of Earth’s Past trilogy is a renowned hard science fiction series by Liu Cixin that explores humanity’s contact and conflict with an alien civilization across vast scales of time and space.
  • C. Ringworld
    Ringworld is a science fiction megastructure concept, popularized by Larry Niven’s novel of the same name, depicting a vast artificial ring encircling a star to provide an enormous habitable surface area.
  • D. The Settled Systems
    The Settled Systems is the primary inhabited region of space in the sci-fi role-playing game Starfield, encompassing various star systems, factions, and colonies that form the game's main setting.
  • E. The Space Trilogy
    The Space Trilogy is a series of science fiction novels by C. S. Lewis that blend space travel with Christian theology, philosophical themes, and mythic storytelling.
  • 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: Trisolaran civilization
Triple: [Remembrance of Earth’s Past trilogy, featuresCivilization, Trisolaran civilization]
Generated description
The Trisolaran civilization is an advanced, hostile alien society from Liu Cixin’s Remembrance of Earth’s Past trilogy, originating in a chaotic three-sun system and becoming humanity’s primary extraterrestrial adversary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trisolaran civilization
Target entity description: The Trisolaran civilization is an advanced, hostile alien society from Liu Cixin’s Remembrance of Earth’s Past trilogy, originating in a chaotic three-sun system and becoming humanity’s primary extraterrestrial adversary.
  • A. The Three-Body Problem
    The Three-Body Problem is a landmark science fiction novel by Chinese author Liu Cixin that explores humanity’s first contact with an alien civilization against the backdrop of China’s Cultural Revolution.
  • B. Remembrance of Earth’s Past trilogy
    The Remembrance of Earth’s Past trilogy is a renowned hard science fiction series by Liu Cixin that explores humanity’s contact and conflict with an alien civilization across vast scales of time and space.
  • C. Ringworld
    Ringworld is a science fiction megastructure concept, popularized by Larry Niven’s novel of the same name, depicting a vast artificial ring encircling a star to provide an enormous habitable surface area.
  • D. The Settled Systems
    The Settled Systems is the primary inhabited region of space in the sci-fi role-playing game Starfield, encompassing various star systems, factions, and colonies that form the game's main setting.
  • E. The Space Trilogy
    The Space Trilogy is a series of science fiction novels by C. S. Lewis that blend space travel with Christian theology, philosophical themes, and mythic storytelling.
  • 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_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.
Created at: April 10, 2026, 4:14 a.m.