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.