Triple
T15624303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shi Qiang |
E375640
|
entity |
| Predicate | fightsAgainst |
P4567
|
FINISHED |
| Object | Trisolarans |
E1167708
|
NE FINISHED |
How this triple was built (2 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: Trisolarans | Statement: [Shi Qiang, fightsAgainst, Trisolarans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trisolarans Context triple: [Shi Qiang, fightsAgainst, Trisolarans]
-
A.
Trisolaran civilization
chosen
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.
-
B.
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.
-
C.
The Dark Forest
The Dark Forest is a hard science fiction novel by Chinese author Liu Cixin, best known as the second book in the Remembrance of Earth’s Past trilogy, exploring humanity’s response to an impending alien invasion through the lens of cosmic sociology and game theory.
-
D.
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.
-
E.
The Songs of Distant Earth
The Songs of Distant Earth is a science fiction novel by Arthur C. Clarke that explores themes of interstellar travel, human colonization, and the emotional costs of leaving a dying Earth behind.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ff997e13e4819080a39f59172ab99c |
completed | May 9, 2026, 8:30 p.m. |
Created at: April 10, 2026, 4:14 a.m.