Triple

T6975662
Position Surface form Disambiguated ID Type / Status
Subject Arrival E161709 entity
Predicate character P662 FINISHED
Object General Shang
General Shang is a fictional military leader featured in the science fiction film "Arrival," known for his pivotal role in the global response to the alien visitation.
E633741 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: General Shang | Statement: [Arrival, character, General Shang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General Shang
Context triple: [Arrival, character, General Shang]
  • A. Lord Shang
    Lord Shang was an influential Chinese statesman and legalist reformer of the Warring States period, best known for transforming the state of Qin into a highly centralized and powerful military state.
  • B. Zongren
    Zongren is the given name of Li Zongren, a prominent Chinese military commander and political leader of the early to mid-20th century.
  • C. Khương Đình Ward
    Khương Đình Ward is an urban administrative subdivision of Thanh Xuân District in Hanoi, Vietnam.
  • D. Gao Zhan
    Gao Zhan, better known as Emperor Wucheng of Northern Qi, was a 6th-century Chinese ruler noted for his initially capable governance that later declined into decadence and contributed to his dynasty’s downfall.
  • E. Guangong
    Guangong, also known as Guan Yu, is a deified Chinese historical general revered as a symbol of loyalty, righteousness, and martial valor in Chinese folk religion, Confucianism, Taoism, and Buddhism.
  • 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: General Shang
Triple: [Arrival, character, General Shang]
Generated description
General Shang is a fictional military leader featured in the science fiction film "Arrival," known for his pivotal role in the global response to the alien visitation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General Shang
Target entity description: General Shang is a fictional military leader featured in the science fiction film "Arrival," known for his pivotal role in the global response to the alien visitation.
  • A. Lord Shang
    Lord Shang was an influential Chinese statesman and legalist reformer of the Warring States period, best known for transforming the state of Qin into a highly centralized and powerful military state.
  • B. Zongren
    Zongren is the given name of Li Zongren, a prominent Chinese military commander and political leader of the early to mid-20th century.
  • C. Khương Đình Ward
    Khương Đình Ward is an urban administrative subdivision of Thanh Xuân District in Hanoi, Vietnam.
  • D. Gao Zhan
    Gao Zhan, better known as Emperor Wucheng of Northern Qi, was a 6th-century Chinese ruler noted for his initially capable governance that later declined into decadence and contributed to his dynasty’s downfall.
  • E. Guangong
    Guangong, also known as Guan Yu, is a deified Chinese historical general revered as a symbol of loyalty, righteousness, and martial valor in Chinese folk religion, Confucianism, Taoism, and Buddhism.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db3d3ab08190b107f3229c357dd2 completed March 27, 2026, 7:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761ab41b0819084d26c10bb763f8e completed March 28, 2026, 5:05 a.m.
NEDg Description generation batch_69c763b0d5cc8190bdd82fc8a5a95ef1 completed March 28, 2026, 5:14 a.m.
NED2 Entity disambiguation (via description) batch_69c76435fd2c819099143ea12f21d095 completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:31 p.m.