Triple

T4742139
Position Surface form Disambiguated ID Type / Status
Subject Sekong River E105268 entity
Predicate joinsNear P42839 FINISHED
Object Stung Treng
Stung Treng is a town in northeastern Cambodia located near the confluence of the Mekong and Sekong rivers, serving as a regional transport and trade hub.
E469912 NE FINISHED

How this triple was built (5 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: Stung Treng | Statement: [Sekong River, joinsNear, Stung Treng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stung Treng
Context triple: [Sekong River, joinsNear, Stung Treng]
  • A. Battambang
    Battambang is a major city in northwestern Cambodia known for its well-preserved French colonial architecture, nearby ancient temples, and role as a cultural and agricultural hub.
  • B. Sihanoukville
    Sihanoukville is a coastal city in southwestern Cambodia known for its beaches, port facilities, and role as a growing tourism and commercial hub.
  • C. 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.
  • D. Phonsavan
    Phonsavan is a town in central Laos that serves as the main gateway and service hub for visitors to the historic and mysterious Plain of Jars archaeological site.
  • E. Lopburi
    Lopburi is an ancient city in central Thailand known for its historical Mon and Khmer heritage, temple ruins, and large population of free-roaming macaque monkeys.
  • 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: Stung Treng
Triple: [Sekong River, joinsNear, Stung Treng]
Generated description
Stung Treng is a town in northeastern Cambodia located near the confluence of the Mekong and Sekong rivers, serving as a regional transport and trade hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stung Treng
Target entity description: Stung Treng is a town in northeastern Cambodia located near the confluence of the Mekong and Sekong rivers, serving as a regional transport and trade hub.
  • A. Battambang
    Battambang is a major city in northwestern Cambodia known for its well-preserved French colonial architecture, nearby ancient temples, and role as a cultural and agricultural hub.
  • B. Sihanoukville
    Sihanoukville is a coastal city in southwestern Cambodia known for its beaches, port facilities, and role as a growing tourism and commercial hub.
  • C. 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.
  • D. Phonsavan
    Phonsavan is a town in central Laos that serves as the main gateway and service hub for visitors to the historic and mysterious Plain of Jars archaeological site.
  • E. Lopburi
    Lopburi is an ancient city in central Thailand known for its historical Mon and Khmer heritage, temple ruins, and large population of free-roaming macaque monkeys.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: joinsNear
Context triple: [Sekong River, joinsNear, Stung Treng]
  • A. joins
    Indicates that one entity becomes a member or part of another entity, typically by entering into an organization, group, or association.
  • B. meetsNear chosen
    Indicates that two entities meet or come together at a location that is in close proximity to a specified reference point or area.
  • C. nearJunctionOf
    Indicates that one entity is located close to the point where two or more linear features (such as roads, tracks, or paths) meet or intersect.
  • D. youngerNear
    Indicates that one entity is younger than another and is located physically close to that other entity.
  • E. occursNear
    Indicates that one event or entity takes place or exists in close spatial proximity to another.
  • F. None of above.

Provenance (6 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_69bd43ef87a48190a5bc3600711aa032 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64a7153881909eac451fc7566d25 completed March 20, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43af63c48190a8d2751de4e9eee7 completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be44210b8081908d2de14acf013c54 completed March 21, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69be45477cbc8190bbfea83dfc64637f completed March 21, 2026, 7:14 a.m.
PD Predicate disambiguation batch_69bd6221c3b881908604f35f8de6f16b completed March 20, 2026, 3:05 p.m.
Created at: March 20, 2026, 1:19 p.m.