Triple

T3584382
Position Surface form Disambiguated ID Type / Status
Subject Liu Shaoqi E75876 entity
Predicate familyName P18 FINISHED
Object Liu
Liu is a common Chinese surname borne by numerous historical figures, political leaders, and cultural personalities across Chinese history.
 E371857 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: Liu | Statement: [Liu Shaoqi, familyName, Liu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liu
Context triple: [Liu Shaoqi, familyName, Liu]
  • A. LIU
    LIU is a major CERN project to modernize and enhance the performance of the injector accelerators that feed the Large Hadron Collider.
  • B. Liang
    Liang is a common Chinese surname borne by numerous historical figures, scholars, and public personalities across the Chinese-speaking world.
  • C. Young Liu
    Young Liu is a Taiwanese business executive best known as the chairman of Foxconn, the world’s largest electronics manufacturing services provider.
  • D. Liu Buchan
    Liu Buchan was a late Qing dynasty Chinese naval officer best known for commanding the Beiyang Fleet during the First Sino-Japanese War.
  • E. Liu Wei
    Liu Wei is a prominent Chinese basketball player and longtime point guard for the Shanghai Sharks who also represented China in multiple international competitions, including the Olympics.
  • 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: Liu
Triple: [Liu Shaoqi, familyName, Liu]
Generated description
Liu is a common Chinese surname borne by numerous historical figures, political leaders, and cultural personalities across Chinese history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liu
Target entity description: Liu is a common Chinese surname borne by numerous historical figures, political leaders, and cultural personalities across Chinese history.
  • A. LIU
    LIU is a major CERN project to modernize and enhance the performance of the injector accelerators that feed the Large Hadron Collider.
  • B. Liang
    Liang is a common Chinese surname borne by numerous historical figures, scholars, and public personalities across the Chinese-speaking world.
  • C. Young Liu
    Young Liu is a Taiwanese business executive best known as the chairman of Foxconn, the world’s largest electronics manufacturing services provider.
  • D. Liu Buchan
    Liu Buchan was a late Qing dynasty Chinese naval officer best known for commanding the Beiyang Fleet during the First Sino-Japanese War.
  • E. Liu Wei
    Liu Wei is a prominent Chinese basketball player and longtime point guard for the Shanghai Sharks who also represented China in multiple international competitions, including the Olympics.
  • 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_69ad85d6dc3c8190b491b79b83e25461 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc10f9b508190bde4a4e4711dd452 completed March 8, 2026, 6:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402f7ee6481908d06db05f9c09faf completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b403acc5e88190bc88bed8259393ba completed March 13, 2026, 12:31 p.m.
NED2 Entity disambiguation (via description) batch_69b40a7f82ac819099c2c324ebff76f7 completed March 13, 2026, 1 p.m.
Created at: March 8, 2026, 3:21 p.m.