Triple
T6147604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nguyen Hue Offensive |
E137117
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Spring–Summer Offensive
The Spring–Summer Offensive, also known as the Nguyen Hue Offensive, was a major 1972 North Vietnamese military campaign during the Vietnam War aimed at weakening South Vietnamese and U.S. forces through large-scale conventional attacks.
|
E572224
|
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: Spring–Summer Offensive | Statement: [Nguyen Hue Offensive, alsoKnownAs, Spring–Summer Offensive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spring–Summer Offensive Context triple: [Nguyen Hue Offensive, alsoKnownAs, Spring–Summer Offensive]
-
A.
June Offensive
The June Offensive, better known as the Brusilov Offensive, was a major 1916 Russian campaign on the Eastern Front of World War I that inflicted severe losses on Austro-Hungarian forces and is often regarded as one of the most successful Allied offensives of the war.
-
B.
Soviet summer offensives of 1943
The Soviet summer offensives of 1943 were a series of large-scale Red Army operations on the Eastern Front that exploited the victory at Kursk to push German forces westward and shift the strategic initiative decisively in favor of the USSR.
-
C.
Nevel Offensive Operation
The Nevel Offensive Operation was a World War II Soviet military campaign aimed at liberating the town of Nevel and disrupting German defensive lines on the Eastern Front.
-
D.
Great Offensive
The Great Offensive was the decisive 1922 Turkish military campaign led by Mustafa Kemal Atatürk that culminated in the defeat of Greek forces in Anatolia and effectively secured Turkey’s War of Independence.
-
E.
Samland Offensive
The Samland Offensive was a late World War II Soviet military operation aimed at capturing the Samland Peninsula from German forces in East Prussia.
- 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: Spring–Summer Offensive Triple: [Nguyen Hue Offensive, alsoKnownAs, Spring–Summer Offensive]
Generated description
The Spring–Summer Offensive, also known as the Nguyen Hue Offensive, was a major 1972 North Vietnamese military campaign during the Vietnam War aimed at weakening South Vietnamese and U.S. forces through large-scale conventional attacks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spring–Summer Offensive Target entity description: The Spring–Summer Offensive, also known as the Nguyen Hue Offensive, was a major 1972 North Vietnamese military campaign during the Vietnam War aimed at weakening South Vietnamese and U.S. forces through large-scale conventional attacks.
-
A.
June Offensive
The June Offensive, better known as the Brusilov Offensive, was a major 1916 Russian campaign on the Eastern Front of World War I that inflicted severe losses on Austro-Hungarian forces and is often regarded as one of the most successful Allied offensives of the war.
-
B.
Soviet summer offensives of 1943
The Soviet summer offensives of 1943 were a series of large-scale Red Army operations on the Eastern Front that exploited the victory at Kursk to push German forces westward and shift the strategic initiative decisively in favor of the USSR.
-
C.
Nevel Offensive Operation
The Nevel Offensive Operation was a World War II Soviet military campaign aimed at liberating the town of Nevel and disrupting German defensive lines on the Eastern Front.
-
D.
Great Offensive
The Great Offensive was the decisive 1922 Turkish military campaign led by Mustafa Kemal Atatürk that culminated in the defeat of Greek forces in Anatolia and effectively secured Turkey’s War of Independence.
-
E.
Samland Offensive
The Samland Offensive was a late World War II Soviet military operation aimed at capturing the Samland Peninsula from German forces in East Prussia.
- 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_69c008a2c6308190a56519b22d55d083 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05ce07fb081909278088e9e2e2959 |
completed | March 22, 2026, 9:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c13603730881909b3991c7262509b5 |
completed | March 23, 2026, 12:45 p.m. |
| NEDg | Description generation | batch_69c139f6f11c81909eb0b2ab809de079 |
completed | March 23, 2026, 1:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c13a5f53ec8190be24f37fc5fb7f32 |
completed | March 23, 2026, 1:04 p.m. |
Created at: March 22, 2026, 4:16 p.m.