Triple

T8066604
Position Surface form Disambiguated ID Type / Status
Subject Zhuge Liang E188257 entity
Predicate commandedCampaign P59039 FINISHED
Object Southern Campaign against the Nanman
The Southern Campaign against the Nanman was a series of military expeditions led by Shu strategist Zhuge Liang to pacify and secure the southern frontiers during the Three Kingdoms period of China.
E709545 NE FINISHED

How this triple was built (5 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: Southern Campaign against the Nanman | Statement: [Zhuge Liang, commandedCampaign, Southern Campaign against the Nanman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Campaign against the Nanman
Context triple: [Zhuge Liang, commandedCampaign, Southern Campaign against the Nanman]
  • A. The Border Campaign
    The Border Campaign was a 1956–57 Irish Republican Army guerrilla operation aimed at ending British rule in Northern Ireland by attacking targets along the border.
  • B. Kert campaign
    The Kert campaign was a Spanish military operation in northern Morocco in the early 20th century, conducted along the Kert River against local resistance during Spain’s colonial expansion.
  • C. Battle of Kunyang
    The Battle of Kunyang was a decisive 23 CE conflict in which Liu Xiu (later Emperor Guangwu of Han) led vastly outnumbered Han forces to defeat the Xin dynasty army, paving the way for the restoration of the Eastern Han.
  • D. Canton Campaign
    The Canton Campaign, also known as the Battle of Guangzhou, was a key 19th-century military engagement in southern China involving Western powers and Qing forces during the era of the Opium Wars.
  • E. Battle of Hansando
    The Battle of Hansando was a decisive 1592 naval victory led by Korean Admiral Yi Sun-sin, where his innovative tactics crippled the Japanese fleet and secured control of crucial sea routes during the Imjin War.
  • 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: Southern Campaign against the Nanman
Triple: [Zhuge Liang, commandedCampaign, Southern Campaign against the Nanman]
Generated description
The Southern Campaign against the Nanman was a series of military expeditions led by Shu strategist Zhuge Liang to pacify and secure the southern frontiers during the Three Kingdoms period of China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Campaign against the Nanman
Target entity description: The Southern Campaign against the Nanman was a series of military expeditions led by Shu strategist Zhuge Liang to pacify and secure the southern frontiers during the Three Kingdoms period of China.
  • A. The Border Campaign
    The Border Campaign was a 1956–57 Irish Republican Army guerrilla operation aimed at ending British rule in Northern Ireland by attacking targets along the border.
  • B. Kert campaign
    The Kert campaign was a Spanish military operation in northern Morocco in the early 20th century, conducted along the Kert River against local resistance during Spain’s colonial expansion.
  • C. Battle of Kunyang
    The Battle of Kunyang was a decisive 23 CE conflict in which Liu Xiu (later Emperor Guangwu of Han) led vastly outnumbered Han forces to defeat the Xin dynasty army, paving the way for the restoration of the Eastern Han.
  • D. Canton Campaign
    The Canton Campaign, also known as the Battle of Guangzhou, was a key 19th-century military engagement in southern China involving Western powers and Qing forces during the era of the Opium Wars.
  • E. Battle of Hansando
    The Battle of Hansando was a decisive 1592 naval victory led by Korean Admiral Yi Sun-sin, where his innovative tactics crippled the Japanese fleet and secured control of crucial sea routes during the Imjin War.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: commandedCampaign
Context triple: [Zhuge Liang, commandedCampaign, Southern Campaign against the Nanman]
  • A. strategicCommand
    Indicates that one entity issues high-level, overarching directives or plans that guide the actions or decisions of another entity.
  • B. commandedTo
    Indicates that one entity has issued an order or directive for another entity to perform a specific action or fulfill a particular duty.
  • C. commandedIn
    Indicates that one entity held a position of command or leadership within a specified context, such as a battle, operation, or organization.
  • D. militaryCampaignOf chosen
    Indicates a relationship where a specific military campaign is conducted by, initiated by, or belongs to a particular military force, state, or commander.
  • E. commandedBy
    Indicates that one entity holds authoritative control or issues orders over another entity.
  • F. None of above.

Provenance (6 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_69ca82b42674819086840efea12478e5 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3ff75d208190b7c53d2fe55878ac completed March 31, 2026, 3:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63e1ed44819083ed9db6c9d7b0fd completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc651c5f788190908c6d84c58cba0f completed April 1, 2026, 12:21 a.m.
NED2 Entity disambiguation (via description) batch_69cc6649d2348190996802140b455348 completed April 1, 2026, 12:26 a.m.
PD Predicate disambiguation batch_69cb049cd51c8190bb3b0f503e42fa8d completed March 30, 2026, 11:17 p.m.
Created at: March 30, 2026, 5:26 p.m.