Triple

T4972661
Position Surface form Disambiguated ID Type / Status
Subject Anti-French Resistance War E111690 entity
Predicate keyEvent P259 FINISHED
Object 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.
E487948 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 Hoa Binh | Statement: [Anti-French Resistance War, keyEvent, Battle of Hoa Binh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Hoa Binh
Context triple: [Anti-French Resistance War, keyEvent, Battle of Hoa Binh]
  • A. Battle of Ap Bac
    The Battle of Ap Bac was a pivotal 1963 Vietnam War clash in the Mekong Delta where outnumbered Viet Cong forces successfully resisted South Vietnamese and U.S.-advised troops, exposing major weaknesses in American-backed military strategy.
  • B. 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.
  • C. Battle of Lạng Sơn
    The Battle of Lạng Sơn was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a decisive role in the course and outcome of the Sino-Vietnamese War.
  • D. Battle of Tapae
    The Battle of Tapae was a key engagement between Roman forces under Emperor Domitian and later Trajan and the Dacians, fought near the Iron Gates of Transylvania and remembered as a crucial step in Rome’s eventual conquest of Dacia.
  • E. Battle of Cao Bằng
    The Battle of Cao Bằng was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a significant role in the course of the Sino-Vietnamese 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: Battle of Hoa Binh
Triple: [Anti-French Resistance War, keyEvent, Battle of Hoa Binh]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Hoa Binh
Target entity description: 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.
  • A. Battle of Ap Bac
    The Battle of Ap Bac was a pivotal 1963 Vietnam War clash in the Mekong Delta where outnumbered Viet Cong forces successfully resisted South Vietnamese and U.S.-advised troops, exposing major weaknesses in American-backed military strategy.
  • B. 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.
  • C. Battle of Lạng Sơn
    The Battle of Lạng Sơn was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a decisive role in the course and outcome of the Sino-Vietnamese War.
  • D. Battle of Tapae
    The Battle of Tapae was a key engagement between Roman forces under Emperor Domitian and later Trajan and the Dacians, fought near the Iron Gates of Transylvania and remembered as a crucial step in Rome’s eventual conquest of Dacia.
  • E. Battle of Cao Bằng
    The Battle of Cao Bằng was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a significant role in the course of the Sino-Vietnamese 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_69bd441a0eb481908050fa4273b19eae completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7214e18c81909db1c838a4cce78d completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c4ecaec8190ab927d1b91258005 completed March 21, 2026, 1:25 p.m.
NEDg Description generation batch_69be9cc05a90819093cee49d67495e33 completed March 21, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69be9d1bca1081909d9491e7d5e351a1 completed March 21, 2026, 1:28 p.m.
Created at: March 20, 2026, 1:33 p.m.