Triple

T8066583
Position Surface form Disambiguated ID Type / Status
Subject Zhuge Liang E188257 entity
Predicate knownFor P22 FINISHED
Object Empty Fort Strategy
The Empty Fort Strategy is a famous Chinese military stratagem, attributed to Zhuge Liang, in which one feigns calm confidence and vulnerability to deceive a stronger enemy into retreating.
E709538 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: Empty Fort Strategy | Statement: [Zhuge Liang, knownFor, Empty Fort Strategy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Empty Fort Strategy
Context triple: [Zhuge Liang, knownFor, Empty Fort Strategy]
  • A. The Empty Fortress
    The Empty Fortress is a controversial 1967 book by child psychologist Bruno Bettelheim that presents his now-discredited theories on autism and child development.
  • B. Battleground
    "Battleground" is a World War II drama film written by Paul Vogel that follows a besieged American infantry unit during the Battle of the Bulge.
  • C. Fort Nonsense
    Fort Nonsense is a Revolutionary War-era earthwork fortification in Morristown, New Jersey, traditionally believed to have been built under George Washington’s orders as part of the winter encampment defenses.
  • D. The Fortress
    The Fortress is a South Korean historical drama film depicting the Joseon court’s struggle for survival during the Qing invasion, directed by Hwang Dong-hyuk.
  • E. Thunder Run
    Thunder Run is an indoor, mine train-style roller coaster at Canada's Wonderland that spirals through the park’s central mountain structure.
  • 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: Empty Fort Strategy
Triple: [Zhuge Liang, knownFor, Empty Fort Strategy]
Generated description
The Empty Fort Strategy is a famous Chinese military stratagem, attributed to Zhuge Liang, in which one feigns calm confidence and vulnerability to deceive a stronger enemy into retreating.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Empty Fort Strategy
Target entity description: The Empty Fort Strategy is a famous Chinese military stratagem, attributed to Zhuge Liang, in which one feigns calm confidence and vulnerability to deceive a stronger enemy into retreating.
  • A. The Empty Fortress
    The Empty Fortress is a controversial 1967 book by child psychologist Bruno Bettelheim that presents his now-discredited theories on autism and child development.
  • B. Battleground
    "Battleground" is a World War II drama film written by Paul Vogel that follows a besieged American infantry unit during the Battle of the Bulge.
  • C. Fort Nonsense
    Fort Nonsense is a Revolutionary War-era earthwork fortification in Morristown, New Jersey, traditionally believed to have been built under George Washington’s orders as part of the winter encampment defenses.
  • D. The Fortress
    The Fortress is a South Korean historical drama film depicting the Joseon court’s struggle for survival during the Qing invasion, directed by Hwang Dong-hyuk.
  • E. Thunder Run
    Thunder Run is an indoor, mine train-style roller coaster at Canada's Wonderland that spirals through the park’s central mountain structure.
  • 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ff75d208190b7c53d2fe55878ac completed March 31, 2026, 3:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63e1ed44819083ed9db6c9d7b0fd completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651c5f788190908c6d84c58cba0f completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc6649d2348190996802140b455348 completed April 1, 2026, 12:26 a.m.
Created at: March 30, 2026, 5:26 p.m.