Triple

T7877887
Position Surface form Disambiguated ID Type / Status
Subject Book of Han E182902 entity
Predicate compiler P3924 FINISHED
Object Ban Biao
Ban Biao was an early Eastern Han dynasty historian and scholar whose work laid the foundation for the classic Chinese historical text later known as the Book of Han.
 E705673 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: Ban Biao | Statement: [Book of Han, compiler, Ban Biao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ban Biao
Context triple: [Book of Han, compiler, Ban Biao]
  • A. Ma Biao
    Ma Biao was a prominent Chinese Muslim general of the National Revolutionary Army who played key roles in several major campaigns during the Republican era.
  • B. Bai Xianyong
    Bai Xianyong is a prominent Chinese-American writer and scholar best known for his modernist fiction and influential short story collection "Taipei People."
  • C. Ren Bishi
    Ren Bishi was a prominent early leader of the Chinese Communist Party who played key roles in its organizational development and revolutionary activities.
  • D. Ban Shu
    Ban Shu is a legendary figure from Chinese historical romance, often depicted as a courageous and intelligent woman navigating court politics and personal relationships in ancient China.
  • E. Pan Yunduan
    Pan Yunduan was a Ming dynasty official best known for commissioning and building Shanghai’s famous Yu Garden as a private retreat for his family.
  • 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: Ban Biao
Triple: [Book of Han, compiler, Ban Biao]
Generated description
Ban Biao was an early Eastern Han dynasty historian and scholar whose work laid the foundation for the classic Chinese historical text later known as the Book of Han.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ban Biao
Target entity description: Ban Biao was an early Eastern Han dynasty historian and scholar whose work laid the foundation for the classic Chinese historical text later known as the Book of Han.
  • A. Ma Biao
    Ma Biao was a prominent Chinese Muslim general of the National Revolutionary Army who played key roles in several major campaigns during the Republican era.
  • B. Bai Xianyong
    Bai Xianyong is a prominent Chinese-American writer and scholar best known for his modernist fiction and influential short story collection "Taipei People."
  • C. Ren Bishi
    Ren Bishi was a prominent early leader of the Chinese Communist Party who played key roles in its organizational development and revolutionary activities.
  • D. Ban Shu
    Ban Shu is a legendary figure from Chinese historical romance, often depicted as a courageous and intelligent woman navigating court politics and personal relationships in ancient China.
  • E. Pan Yunduan
    Pan Yunduan was a Ming dynasty official best known for commissioning and building Shanghai’s famous Yu Garden as a private retreat for his family.
  • 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_69ca828a17248190b46defe758bc5ad3 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39bd64e481909f699e7dd2818b8f completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdf9535c48190a73653a773553d01 completed March 31, 2026, 2:52 p.m.
NEDg Description generation batch_69cc46bca04481908852425c214a4e34 completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc49129e188190aaebd6a1188788d9 completed March 31, 2026, 10:22 p.m.
Created at: March 30, 2026, 4:57 p.m.