Triple

T6147643
Position Surface form Disambiguated ID Type / Status
Subject Nguyen Hue Offensive E137117 entity
Predicate hasPart P35 FINISHED
Object Battle of Quang Tri
The Battle of Quang Tri was a major 1972 confrontation in the Vietnam War in which North Vietnamese forces captured and later faced intense South Vietnamese and U.S. efforts to retake the strategically vital provincial capital of Quang Tri.
E581379 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: Battle of Quang Tri | Statement: [Nguyen Hue Offensive, hasPart, Battle of Quang Tri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Quang Tri
Context triple: [Nguyen Hue Offensive, hasPart, Battle of Quang Tri]
  • A. Battle of Xuan Loc
    The Battle of Xuan Loc was the last major engagement of the Vietnam War, where South Vietnamese forces mounted a final, intense defense against the advancing North Vietnamese Army before the fall of Saigon.
  • B. Battle of Pleiku
    The Battle of Pleiku was a 1965 Viet Cong attack on a U.S. base in Vietnam’s Central Highlands that prompted major American escalation and the sustained bombing campaign known as Operation Rolling Thunder.
  • C. Battle of Hue
    The Battle of Hue was a major and brutal urban engagement during the 1968 Tet Offensive in the Vietnam War, in which U.S. and South Vietnamese forces fought North Vietnamese and Viet Cong troops for control of the historic city of Huế.
  • D. Battle of Hoa Binh
    The Battle of Hoa Binh was a major 1951–1952 campaign in the First Indochina War in which Viet Minh forces fought French colonial troops for control of a strategic region in northern Vietnam.
  • E. Battle of An Lộc
    The Battle of An Lộc was a major 1972 Vietnam War engagement in which South Vietnamese and U.S. forces successfully defended the town of An Lộc against a large-scale North Vietnamese assault.
  • 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: Battle of Quang Tri
Triple: [Nguyen Hue Offensive, hasPart, Battle of Quang Tri]
Generated description
The Battle of Quang Tri was a major 1972 confrontation in the Vietnam War in which North Vietnamese forces captured and later faced intense South Vietnamese and U.S. efforts to retake the strategically vital provincial capital of Quang Tri.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Quang Tri
Target entity description: The Battle of Quang Tri was a major 1972 confrontation in the Vietnam War in which North Vietnamese forces captured and later faced intense South Vietnamese and U.S. efforts to retake the strategically vital provincial capital of Quang Tri.
  • A. Battle of Xuan Loc
    The Battle of Xuan Loc was the last major engagement of the Vietnam War, where South Vietnamese forces mounted a final, intense defense against the advancing North Vietnamese Army before the fall of Saigon.
  • B. Battle of Pleiku
    The Battle of Pleiku was a 1965 Viet Cong attack on a U.S. base in Vietnam’s Central Highlands that prompted major American escalation and the sustained bombing campaign known as Operation Rolling Thunder.
  • C. Battle of Hue
    The Battle of Hue was a major and brutal urban engagement during the 1968 Tet Offensive in the Vietnam War, in which U.S. and South Vietnamese forces fought North Vietnamese and Viet Cong troops for control of the historic city of Huế.
  • D. Battle of Hoa Binh
    The Battle of Hoa Binh was a major 1951–1952 campaign in the First Indochina War in which Viet Minh forces fought French colonial troops for control of a strategic region in northern Vietnam.
  • E. Battle of An Lộc
    The Battle of An Lộc was a major 1972 Vietnam War engagement in which South Vietnamese and U.S. forces successfully defended the town of An Lộc against a large-scale North Vietnamese assault.
  • 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_69c518e697088190b47a610783baa7ea completed March 26, 2026, 11:30 a.m.
NEDg Description generation batch_69c51e1f031c819099eeec59da88bae9 completed March 26, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69c51eacb37c819080f139b8f4f2f38c completed March 26, 2026, 11:55 a.m.
Created at: March 22, 2026, 4:16 p.m.