Triple

T19502961
Position Surface form Disambiguated ID Type / Status
Subject Battle of Hoa Binh E487948 entity
Predicate alsoKnownAs P39 FINISHED
Object Hòa Bình Campaign
The Hòa Bình Campaign was a major French Union military operation against the Viet Minh during the First Indochina War, focused on controlling the strategic Hòa Bình region in northern Vietnam.
E1380849 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: Hòa Bình Campaign | Statement: [Battle of Hoa Binh, alsoKnownAs, Hòa Bình Campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hòa Bình Campaign
Context triple: [Battle of Hoa Binh, alsoKnownAs, Hòa Bình Campaign]
  • A. 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.
  • B. Ho Chi Minh Campaign
    The Ho Chi Minh Campaign was the final major North Vietnamese offensive in 1975 that captured Saigon and effectively ended the Vietnam War with the collapse of South Vietnam.
  • C. Operation Panchai Palang
    Operation Panchai Palang was a major British-led military offensive in Afghanistan’s Helmand Province in 2009 aimed at clearing Taliban strongholds and securing the area ahead of national elections.
  • D. Menglianggu Campaign
    The Menglianggu Campaign was a major 1947 Chinese Civil War battle in Shandong in which Communist forces decisively defeated and annihilated a key Nationalist elite division.
  • E. 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.
  • 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: Hòa Bình Campaign
Triple: [Battle of Hoa Binh, alsoKnownAs, Hòa Bình Campaign]
Generated description
The Hòa Bình Campaign was a major French Union military operation against the Viet Minh during the First Indochina War, focused on controlling the strategic Hòa Bình region in northern Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hòa Bình Campaign
Target entity description: The Hòa Bình Campaign was a major French Union military operation against the Viet Minh during the First Indochina War, focused on controlling the strategic Hòa Bình region in northern Vietnam.
  • A. 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.
  • B. Ho Chi Minh Campaign
    The Ho Chi Minh Campaign was the final major North Vietnamese offensive in 1975 that captured Saigon and effectively ended the Vietnam War with the collapse of South Vietnam.
  • C. Operation Panchai Palang
    Operation Panchai Palang was a major British-led military offensive in Afghanistan’s Helmand Province in 2009 aimed at clearing Taliban strongholds and securing the area ahead of national elections.
  • D. Menglianggu Campaign
    The Menglianggu Campaign was a major 1947 Chinese Civil War battle in Shandong in which Communist forces decisively defeated and annihilated a key Nationalist elite division.
  • E. 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.
  • 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6350f8d888190a4809c83522933d4 completed April 20, 2026, 2:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07471bac148190afce64c270150b22 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a074af26f0081908f06ede032e8840b completed May 15, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_6a074b72d08c8190a3a61be6c343aab2 completed May 15, 2026, 4:36 p.m.
Created at: April 10, 2026, 1:40 p.m.