Triple

T10057110
Position Surface form Disambiguated ID Type / Status
Subject Later Liang E208889 entity
Predicate alsoKnownAs P39 FINISHED
Object Hou Liang
Hou Liang, also known as Later Liang, was a short-lived dynasty that ruled northern China during the turbulent Five Dynasties and Ten Kingdoms period following the fall of the Tang.
E881615 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: Hou Liang | Statement: [Later Liang, alsoKnownAs, Hou Liang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hou Liang
Context triple: [Later Liang, alsoKnownAs, Hou Liang]
  • A. Liu Cunhou
    Liu Cunhou was a Chinese military officer and warlord associated with the Yunnan clique during the early Republican era.
  • B. Liu Xu
    Liu Xu was a lesser-known offspring of Emperor Wu of the Han dynasty, belonging to the imperial Liu family during one of China's most powerful early empires.
  • C. Zhu Houzhao
    Zhu Houzhao, better known as the Zhengde Emperor, was a Ming dynasty ruler of China noted for his eccentric behavior, neglect of state affairs, and indulgent personal lifestyle.
  • D. Liang Juhao
    Liang Juhao was a military commander known for leading forces in the Battle of Toungoo during the conflicts between Chinese and Burmese forces in the mid-20th century.
  • E. Xiong Huai
    Xiong Huai was an ancient Chinese monarch who ruled the state of Chu during the Warring States period.
  • 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: Hou Liang
Triple: [Later Liang, alsoKnownAs, Hou Liang]
Generated description
Hou Liang, also known as Later Liang, was a short-lived dynasty that ruled northern China during the turbulent Five Dynasties and Ten Kingdoms period following the fall of the Tang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hou Liang
Target entity description: Hou Liang, also known as Later Liang, was a short-lived dynasty that ruled northern China during the turbulent Five Dynasties and Ten Kingdoms period following the fall of the Tang.
  • A. Liu Cunhou
    Liu Cunhou was a Chinese military officer and warlord associated with the Yunnan clique during the early Republican era.
  • B. Liu Xu
    Liu Xu was a lesser-known offspring of Emperor Wu of the Han dynasty, belonging to the imperial Liu family during one of China's most powerful early empires.
  • C. Zhu Houzhao
    Zhu Houzhao, better known as the Zhengde Emperor, was a Ming dynasty ruler of China noted for his eccentric behavior, neglect of state affairs, and indulgent personal lifestyle.
  • D. Liang Juhao
    Liang Juhao was a military commander known for leading forces in the Battle of Toungoo during the conflicts between Chinese and Burmese forces in the mid-20th century.
  • E. Xiong Huai
    Xiong Huai was an ancient Chinese monarch who ruled the state of Chu during the Warring States period.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfae503881909b9f016da4e2207d completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb6bb34548190aac9d2af05477750 completed April 12, 2026, 3:14 p.m.
NEDg Description generation batch_69dbbb8b0e5c8190afa9aaa134bcebf2 completed April 12, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69dbbc3ce1008190a16d442a22d45967 completed April 12, 2026, 3:37 p.m.
Created at: March 30, 2026, 8:57 p.m.