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.