Triple

T5960475
Position Surface form Disambiguated ID Type / Status
Subject Battle of Xuan Loc E132623 entity
Predicate location P40 FINISHED
Object Long Khanh Province
Long Khanh Province was a former province in South Vietnam, historically notable as the site of the decisive Battle of Xuan Loc near the end of the Vietnam War.
E558130 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: Long Khanh Province | Statement: [Battle of Xuan Loc, location, Long Khanh Province]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Long Khanh Province
Context triple: [Battle of Xuan Loc, location, Long Khanh Province]
  • A. Binh Long Province
    Binh Long Province was a former province in southern Vietnam that became a major battleground during the Vietnam War, particularly in the 1972 Easter Offensive.
  • B. Trang province
    Trang province is a coastal province in southern Thailand known for its Andaman Sea islands, limestone cliffs, and rich cultural and culinary traditions.
  • C. Nam Dinh Province
    Nam Dinh Province is a coastal province in northern Vietnam known for its rich history, traditional culture, and role as an important agricultural and industrial center in the Red River Delta.
  • D. Long An Province
    Long An Province is a largely agricultural region in southern Vietnam that serves as a gateway between Ho Chi Minh City and the wider Mekong Delta.
  • E. Thai Binh Province
    Thai Binh Province is a coastal agricultural province in Vietnam’s Red River Delta, known especially for its rice cultivation and dense rural population.
  • 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: Long Khanh Province
Triple: [Battle of Xuan Loc, location, Long Khanh Province]
Generated description
Long Khanh Province was a former province in South Vietnam, historically notable as the site of the decisive Battle of Xuan Loc near the end of the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Long Khanh Province
Target entity description: Long Khanh Province was a former province in South Vietnam, historically notable as the site of the decisive Battle of Xuan Loc near the end of the Vietnam War.
  • A. Binh Long Province
    Binh Long Province was a former province in southern Vietnam that became a major battleground during the Vietnam War, particularly in the 1972 Easter Offensive.
  • B. Trang province
    Trang province is a coastal province in southern Thailand known for its Andaman Sea islands, limestone cliffs, and rich cultural and culinary traditions.
  • C. Nam Dinh Province
    Nam Dinh Province is a coastal province in northern Vietnam known for its rich history, traditional culture, and role as an important agricultural and industrial center in the Red River Delta.
  • D. Long An Province
    Long An Province is a largely agricultural region in southern Vietnam that serves as a gateway between Ho Chi Minh City and the wider Mekong Delta.
  • E. Thai Binh Province
    Thai Binh Province is a coastal agricultural province in Vietnam’s Red River Delta, known especially for its rice cultivation and dense rural population.
  • 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_69c0086c2364819091e9fe2f58fa2517 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c039fd6dd48190a6020bef38b1be82 completed March 22, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3e8f234819099336503a797e55b completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0ebb1dcb88190a101d3c88c647b41 completed March 23, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69c0ec4d1da081909cc6320078db4e53 completed March 23, 2026, 7:31 a.m.
Created at: March 22, 2026, 4:02 p.m.