Triple
T14001820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phonsavan |
E336842
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Muang Kham
Muang Kham is a small town in northeastern Laos known as a gateway to the Plain of Jars and surrounding mountainous countryside.
|
E1139645
|
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: Muang Kham | Statement: [Phonsavan, near, Muang Kham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muang Kham Context triple: [Phonsavan, near, Muang Kham]
-
A.
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.
-
B.
Wat Muang
Wat Muang is a famous Buddhist temple in Thailand best known for housing one of the world’s largest seated Buddha statues.
-
C.
Maha Sarakham
Maha Sarakham is a provincial capital city in northeastern Thailand known as an educational hub with several universities and colleges.
-
D.
Tua Mueang
Tua Mueang is a character variant used in the Tai Tham script, traditionally employed for writing languages of northern Southeast Asia such as Lanna (Northern Thai), Lao, and Khün.
-
E.
Kamphaeng Phet
Kamphaeng Phet is a historic city in central Thailand known for its ancient temple ruins, part of a UNESCO World Heritage-listed archaeological complex.
- 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: Muang Kham Triple: [Phonsavan, near, Muang Kham]
Generated description
Muang Kham is a small town in northeastern Laos known as a gateway to the Plain of Jars and surrounding mountainous countryside.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muang Kham Target entity description: Muang Kham is a small town in northeastern Laos known as a gateway to the Plain of Jars and surrounding mountainous countryside.
-
A.
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.
-
B.
Wat Muang
Wat Muang is a famous Buddhist temple in Thailand best known for housing one of the world’s largest seated Buddha statues.
-
C.
Maha Sarakham
Maha Sarakham is a provincial capital city in northeastern Thailand known as an educational hub with several universities and colleges.
-
D.
Tua Mueang
Tua Mueang is a character variant used in the Tai Tham script, traditionally employed for writing languages of northern Southeast Asia such as Lanna (Northern Thai), Lao, and Khün.
-
E.
Kamphaeng Phet
Kamphaeng Phet is a historic city in central Thailand known for its ancient temple ruins, part of a UNESCO World Heritage-listed archaeological complex.
- 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_69d81c645c5c8190b1fd16a285a1b78a |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2ed06a50819093ddc64f55050689 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69febfcd67f081909f97bcf38d814a13 |
completed | May 9, 2026, 5:02 a.m. |
| NEDg | Description generation | batch_69fec04c1f1c8190bbd2ada725505ca6 |
completed | May 9, 2026, 5:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fec0da6e54819090f25bd0eee128d6 |
completed | May 9, 2026, 5:06 a.m. |
Created at: April 9, 2026, 10:19 p.m.