Triple
T17809129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luang Namtha Province |
E444650
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Muang Sing |
—
|
NE NERFINISHED |
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: Muang Sing | Statement: [Luang Namtha Province, contains, Muang Sing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muang Sing Context triple: [Luang Namtha Province, contains, Muang Sing]
-
A.
Muang Nga
Muang Nga is a district-level settlement in northern Laos, located within Oudomxay Province.
-
B.
Muang Beng
Muang Beng is a district-level settlement in northern Laos, located within Oudomxay Province.
-
C.
Wat Muang
Wat Muang is a famous Buddhist temple in Thailand best known for housing one of the world’s largest seated Buddha statues.
-
D.
Muang Khoun
Muang Khoun is a historic town in northern Laos that once served as the royal and administrative center of the Phuan kingdom and remains known for its ancient temples and war-scarred heritage.
-
E.
Muang La
Muang La is a rural district and settlement in northern Laos known for its scenic river valley, hot springs, and traditional ethnic minority villages.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muang Sing Target entity description: Muang Sing is a rural district and town in northwestern Laos known for its ethnic diversity, traditional hill-tribe culture, and proximity to the Chinese border.
-
A.
Muang Nga
Muang Nga is a district-level settlement in northern Laos, located within Oudomxay Province.
-
B.
Muang Beng
Muang Beng is a district-level settlement in northern Laos, located within Oudomxay Province.
-
C.
Wat Muang
Wat Muang is a famous Buddhist temple in Thailand best known for housing one of the world’s largest seated Buddha statues.
-
D.
Muang Khoun
Muang Khoun is a historic town in northern Laos that once served as the royal and administrative center of the Phuan kingdom and remains known for its ancient temples and war-scarred heritage.
-
E.
Muang La
Muang La is a rural district and settlement in northern Laos known for its scenic river valley, hot springs, and traditional ethnic minority villages.
- F. None of above. chosen
Provenance (2 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887976e48190842840ef064dc772 |
completed | April 19, 2026, 7:47 a.m. |
Created at: April 10, 2026, 10:14 a.m.