Triple

T10953389
Position Surface form Disambiguated ID Type / Status
Subject Zhang Xueliang E258778 entity
Predicate education P5 FINISHED
Object Fengtian Military Academy
Fengtian Military Academy was a prominent early 20th-century military school in northeastern China that trained many officers of the Fengtian clique, including warlord and later Nationalist general Zhang Xueliang.
 E894886 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: Fengtian Military Academy | Statement: [Zhang Xueliang, education, Fengtian Military Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fengtian Military Academy
Context triple: [Zhang Xueliang, education, Fengtian Military Academy]
  • A. Baoding Military Academy
    Baoding Military Academy was a prominent early 20th-century Chinese military school that trained many key Nationalist leaders and officers.
  • B. Tianjin Military Academy
    Tianjin Military Academy was a late Qing and early Republican-era Chinese military school that trained many prominent military and political leaders, including Duan Qirui.
  • C. Whampoa Military Academy
    Whampoa Military Academy was a prominent military school in China, founded in 1924 near Guangzhou, that trained many of the key commanders of both the Nationalist and Communist forces during the Chinese Civil War.
  • D. Yunnan Military Academy
    Yunnan Military Academy was an influential early 20th-century Chinese military school known for training many prominent revolutionary and military leaders, including future Communist commander Zhu De.
  • E. Jiangnan Naval Academy
    Jiangnan Naval Academy was a late Qing dynasty naval training institution in China that educated future military and intellectual figures, including the writer Lu Xun.
  • 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: Fengtian Military Academy
Triple: [Zhang Xueliang, education, Fengtian Military Academy]
Generated description
Fengtian Military Academy was a prominent early 20th-century military school in northeastern China that trained many officers of the Fengtian clique, including warlord and later Nationalist general Zhang Xueliang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fengtian Military Academy
Target entity description: Fengtian Military Academy was a prominent early 20th-century military school in northeastern China that trained many officers of the Fengtian clique, including warlord and later Nationalist general Zhang Xueliang.
  • A. Baoding Military Academy
    Baoding Military Academy was a prominent early 20th-century Chinese military school that trained many key Nationalist leaders and officers.
  • B. Tianjin Military Academy
    Tianjin Military Academy was a late Qing and early Republican-era Chinese military school that trained many prominent military and political leaders, including Duan Qirui.
  • C. Whampoa Military Academy
    Whampoa Military Academy was a prominent military school in China, founded in 1924 near Guangzhou, that trained many of the key commanders of both the Nationalist and Communist forces during the Chinese Civil War.
  • D. Yunnan Military Academy
    Yunnan Military Academy was an influential early 20th-century Chinese military school known for training many prominent revolutionary and military leaders, including future Communist commander Zhu De.
  • E. Jiangnan Naval Academy
    Jiangnan Naval Academy was a late Qing dynasty naval training institution in China that educated future military and intellectual figures, including the writer Lu Xun.
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770fe4cfc81909032296c31e077f0 completed April 9, 2026, 9:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23c64089c8190a9c0aa63d7e7dc64 completed April 17, 2026, 1:57 p.m.
NEDg Description generation batch_69e24543bd2c8190a3c807baa76c30f6 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e25d11ef24819091e730ae2416a058 completed April 17, 2026, 4:17 p.m.
Created at: April 8, 2026, 9:23 p.m.