Triple
T8066608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhuge Liang |
E188257
|
entity |
| Predicate | commandedCampaign |
P59039
|
FINISHED |
| Object |
Fourth Northern Expedition
The Fourth Northern Expedition was one of Zhuge Liang’s later military campaigns during the Three Kingdoms period, aimed at weakening the rival state of Wei and restoring the Han dynasty under Shu Han.
|
E717849
|
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: Fourth Northern Expedition | Statement: [Zhuge Liang, commandedCampaign, Fourth Northern Expedition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fourth Northern Expedition Context triple: [Zhuge Liang, commandedCampaign, Fourth Northern Expedition]
-
A.
Third Northern Expedition
The Third Northern Expedition was a major military campaign during China's Three Kingdoms period in which the Shu strategist Zhuge Liang led forces north in an attempt to weaken the rival state of Wei.
-
B.
First Northern Expedition
The First Northern Expedition was an early Three Kingdoms-era military campaign launched by Shu Han to reclaim northern China from the rival state of Cao Wei.
-
C.
Great Northern Expedition
The Great Northern Expedition was a massive 18th-century Russian exploration program, led in part by Vitus Bering, that charted much of the Arctic and North Pacific coasts and confirmed the separation of Asia and North America.
-
D.
Central China Front
The Central China Front was a major Japanese military formation responsible for conducting operations in central China during the Second Sino-Japanese War, including the Wuhan campaign.
-
E.
Northern Expedition capture of Wuhan
The Northern Expedition capture of Wuhan was a key 1927 Nationalist military victory that secured a major central Chinese city and significantly advanced the Kuomintang’s unification of China.
- 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: Fourth Northern Expedition Triple: [Zhuge Liang, commandedCampaign, Fourth Northern Expedition]
Generated description
The Fourth Northern Expedition was one of Zhuge Liang’s later military campaigns during the Three Kingdoms period, aimed at weakening the rival state of Wei and restoring the Han dynasty under Shu Han.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fourth Northern Expedition Target entity description: The Fourth Northern Expedition was one of Zhuge Liang’s later military campaigns during the Three Kingdoms period, aimed at weakening the rival state of Wei and restoring the Han dynasty under Shu Han.
-
A.
Third Northern Expedition
The Third Northern Expedition was a major military campaign during China's Three Kingdoms period in which the Shu strategist Zhuge Liang led forces north in an attempt to weaken the rival state of Wei.
-
B.
First Northern Expedition
The First Northern Expedition was an early Three Kingdoms-era military campaign launched by Shu Han to reclaim northern China from the rival state of Cao Wei.
-
C.
Great Northern Expedition
The Great Northern Expedition was a massive 18th-century Russian exploration program, led in part by Vitus Bering, that charted much of the Arctic and North Pacific coasts and confirmed the separation of Asia and North America.
-
D.
Central China Front
The Central China Front was a major Japanese military formation responsible for conducting operations in central China during the Second Sino-Japanese War, including the Wuhan campaign.
-
E.
Northern Expedition capture of Wuhan
The Northern Expedition capture of Wuhan was a key 1927 Nationalist military victory that secured a major central Chinese city and significantly advanced the Kuomintang’s unification of China.
- 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_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_69ccecdfddb08190bfda3bb5c02215d9 |
completed | April 1, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69ccf0982f4481908e2a59424fdf470f |
completed | April 1, 2026, 10:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd051913708190a83f925cf0cbbaa1 |
completed | April 1, 2026, 11:44 a.m. |
Created at: March 30, 2026, 5:26 p.m.