Triple
T3466596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chinese People's Volunteer Army infantry units |
E73151
|
entity |
| Predicate | engagement |
P1256
|
FINISHED |
| Object |
Fifth Phase Offensive (1951)
The Fifth Phase Offensive (1951) was a major Chinese-led military campaign during the Korean War aimed at pushing United Nations forces southward, which ultimately resulted in heavy casualties and a strategic stalemate.
|
E360549
|
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: Fifth Phase Offensive (1951) | Statement: [Chinese People's Volunteer Army infantry units, engagement, Fifth Phase Offensive (1951)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fifth Phase Offensive (1951) Context triple: [Chinese People's Volunteer Army infantry units, engagement, Fifth Phase Offensive (1951)]
-
A.
1 March General Offensive
The 1 March General Offensive was a major Indonesian military operation in 1949 during the National Revolution, in which Indonesian forces briefly recaptured Yogyakarta to demonstrate their continued resistance against Dutch colonial rule.
-
B.
Border Campaign of 1950
The Border Campaign of 1950 was a major Viet Minh military offensive against French colonial forces along the Vietnam–China frontier that marked a turning point in the First Indochina War by securing vital supply routes and strengthening the communist position.
-
C.
Chinese Second Phase Offensive
The Chinese Second Phase Offensive was a major Chinese People's Volunteer Army campaign during the Korean War that pushed United Nations forces southward in late 1950, including the fighting at the Chosin Reservoir.
-
D.
Nguyen Hue Offensive
The Nguyen Hue Offensive, better known as the Easter Offensive, was a major 1972 North Vietnamese conventional military campaign against South Vietnam during the Vietnam War.
-
E.
Tet Offensive
The Tet Offensive was a major 1968 campaign of surprise attacks by North Vietnamese and Viet Cong forces across South Vietnam that dramatically shifted U.S. public opinion and marked a turning point in the Vietnam 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: Fifth Phase Offensive (1951) Triple: [Chinese People's Volunteer Army infantry units, engagement, Fifth Phase Offensive (1951)]
Generated description
The Fifth Phase Offensive (1951) was a major Chinese-led military campaign during the Korean War aimed at pushing United Nations forces southward, which ultimately resulted in heavy casualties and a strategic stalemate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fifth Phase Offensive (1951) Target entity description: The Fifth Phase Offensive (1951) was a major Chinese-led military campaign during the Korean War aimed at pushing United Nations forces southward, which ultimately resulted in heavy casualties and a strategic stalemate.
-
A.
1 March General Offensive
The 1 March General Offensive was a major Indonesian military operation in 1949 during the National Revolution, in which Indonesian forces briefly recaptured Yogyakarta to demonstrate their continued resistance against Dutch colonial rule.
-
B.
Border Campaign of 1950
The Border Campaign of 1950 was a major Viet Minh military offensive against French colonial forces along the Vietnam–China frontier that marked a turning point in the First Indochina War by securing vital supply routes and strengthening the communist position.
-
C.
Chinese Second Phase Offensive
The Chinese Second Phase Offensive was a major Chinese People's Volunteer Army campaign during the Korean War that pushed United Nations forces southward in late 1950, including the fighting at the Chosin Reservoir.
-
D.
Nguyen Hue Offensive
The Nguyen Hue Offensive, better known as the Easter Offensive, was a major 1972 North Vietnamese conventional military campaign against South Vietnam during the Vietnam War.
-
E.
Tet Offensive
The Tet Offensive was a major 1968 campaign of surprise attacks by North Vietnamese and Viet Cong forces across South Vietnam that dramatically shifted U.S. public opinion and marked a turning point in the Vietnam War.
- 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_69ad85b224d481908ff8be51338d24ff |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb1090188190ac8aafd87dfaa6a7 |
completed | March 8, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3680412c0819086da51a05b24a676 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b368d21f7c819092660301b7d840db |
completed | March 13, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3694e92b8819082d54a56d901e9f8 |
completed | March 13, 2026, 1:33 a.m. |
Created at: March 8, 2026, 3:17 p.m.