Triple

T5979128
Position Surface form Disambiguated ID Type / Status
Subject Central Highlands E133074 entity
Predicate containsProvince P11085 FINISHED
Object Gia Lai
Gia Lai is a mountainous province in Vietnam’s Central Highlands known for its diverse ethnic communities, coffee cultivation, and scenic plateaus.
 E558497 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: Gia Lai | Statement: [Central Highlands, containsProvince, Gia Lai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gia Lai
Context triple: [Central Highlands, containsProvince, Gia Lai]
  • A. Kontum
    Kontum is a city and province in Vietnam’s Central Highlands that became a major battleground during the Vietnam War, notably in the 1972 Easter Offensive.
  • B. Lao Cai Province
    Lao Cai Province is a mountainous region in northwestern Vietnam bordering China, known for its ethnic diversity, terraced rice fields, and the popular tourist town of Sa Pa.
  • C. Pleiku Province
    Pleiku Province was a former province in Vietnam’s Central Highlands, historically significant as a major military area during the Vietnam War.
  • D. Cao Bang Province
    Cao Bang Province is a mountainous region in northeastern Vietnam bordering China, known for its strategic border location, ethnic diversity, and significant role in the First Indochina War.
  • E. Dien Bien province
    Dien Bien province is a mountainous border province in Vietnam known for its historic Dien Bien Phu battlefield and its location in the remote northwest of the country.
  • 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: Gia Lai
Triple: [Central Highlands, containsProvince, Gia Lai]
Generated description
Gia Lai is a mountainous province in Vietnam’s Central Highlands known for its diverse ethnic communities, coffee cultivation, and scenic plateaus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gia Lai
Target entity description: Gia Lai is a mountainous province in Vietnam’s Central Highlands known for its diverse ethnic communities, coffee cultivation, and scenic plateaus.
  • A. Kontum
    Kontum is a city and province in Vietnam’s Central Highlands that became a major battleground during the Vietnam War, notably in the 1972 Easter Offensive.
  • B. Lao Cai Province
    Lao Cai Province is a mountainous region in northwestern Vietnam bordering China, known for its ethnic diversity, terraced rice fields, and the popular tourist town of Sa Pa.
  • C. Pleiku Province
    Pleiku Province was a former province in Vietnam’s Central Highlands, historically significant as a major military area during the Vietnam War.
  • D. Cao Bang Province
    Cao Bang Province is a mountainous region in northeastern Vietnam bordering China, known for its strategic border location, ethnic diversity, and significant role in the First Indochina War.
  • E. Dien Bien province
    Dien Bien province is a mountainous border province in Vietnam known for its historic Dien Bien Phu battlefield and its location in the remote northwest of the country.
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a40233081909c04f62ec0382bfd completed March 22, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e41d23848190bc7835eb6313b6a5 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0e6b43d008190b4a1653fe7a07dc9 completed March 23, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69c0eaafaf7c8190875bf892765664f1 completed March 23, 2026, 7:24 a.m.
Created at: March 22, 2026, 4:04 p.m.