Triple
T4535149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nam Ngum River |
E107389
|
entity |
| Predicate | majorCityNear |
P36605
|
FINISHED |
| Object | Vientiane |
E49753
|
NE FINISHED |
How this triple was built (3 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: Vientiane | Statement: [Nam Ngum River, majorCityNear, Vientiane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vientiane Context triple: [Nam Ngum River, majorCityNear, Vientiane]
-
A.
Vientiane
chosen
Vientiane is the capital and largest city of Laos, situated along the Mekong River near the border with Thailand.
-
B.
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.
-
C.
Luang Prabang
Luang Prabang is a historic city in northern Laos renowned for its well-preserved Buddhist temples, traditional architecture, and UNESCO World Heritage status.
-
D.
Phnom Penh
Phnom Penh is the capital and largest city of Cambodia, known for its location at the confluence of the Mekong and Tonlé Sap rivers and its blend of French colonial and Khmer architecture.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: majorCityNear Context triple: [Nam Ngum River, majorCityNear, Vientiane]
-
A.
majorCityNearMouth
Indicates that a major city is located close to the mouth (outflow point) of a river.
-
B.
nearestMajorCity
Indicates that one city is the closest significant urban center to another location or city compared to all other major cities.
-
C.
regionCapitalNearby
Indicates that a capital city of a region is located close to the referenced place or entity.
-
D.
nearbyUrbanCenter
chosen
Indicates that one location is geographically close to an urban center, such as a city or large town.
-
E.
majorCityNearDelta
Indicates that a major city is located close to a river delta.
- F. None of above.
Provenance (4 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_69bd43f922788190b7edfa294e39b178 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57a2301c8190aa59280a16750156 |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdacf016d0819080665256c84d37a3 |
completed | March 20, 2026, 8:24 p.m. |
| PD | Predicate disambiguation | batch_69bd521edd00819099dfccaa65dddd61 |
completed | March 20, 2026, 1:56 p.m. |
Created at: March 20, 2026, 1:04 p.m.