Triple
T13428569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phu Thai language |
E313546
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Central Laos
Central Laos is a region of Laos characterized by its diverse ethnic groups and languages, including communities of Phu Thai speakers.
|
E1038451
|
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: Central Laos | Statement: [Phu Thai language, region, Central Laos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Laos Context triple: [Phu Thai language, region, Central Laos]
-
A.
eastern Laos
Eastern Laos is the region of Laos bordering Vietnam, characterized by its rugged, forested terrain and its strategic significance during the Indochina and Vietnam Wars.
-
B.
southern Laos
Southern Laos is a region of Laos characterized by its rugged terrain along the Ho Chi Minh Trail, which made it a major theater of covert U.S. bombing and military operations during the Vietnam War.
-
C.
Long Tieng region of Laos
The Long Tieng region of Laos was a secretive military and intelligence stronghold used by the CIA and Hmong forces during the Laotian Civil War and the broader Vietnam War era.
-
D.
Lao–Isan cultural area
The Lao–Isan cultural area is a historical region in northeastern Thailand characterized by Lao-influenced language, traditions, and cultural practices distinct from central Thai culture.
-
E.
Central Vietnam
Central Vietnam is a geographic region of Vietnam known for its historic imperial cities, coastal landscapes, and cultural heritage centered around the former royal capital of Huế and nearby ancient trading ports.
- 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: Central Laos Triple: [Phu Thai language, region, Central Laos]
Generated description
Central Laos is a region of Laos characterized by its diverse ethnic groups and languages, including communities of Phu Thai speakers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Laos Target entity description: Central Laos is a region of Laos characterized by its diverse ethnic groups and languages, including communities of Phu Thai speakers.
-
A.
eastern Laos
Eastern Laos is the region of Laos bordering Vietnam, characterized by its rugged, forested terrain and its strategic significance during the Indochina and Vietnam Wars.
-
B.
southern Laos
Southern Laos is a region of Laos characterized by its rugged terrain along the Ho Chi Minh Trail, which made it a major theater of covert U.S. bombing and military operations during the Vietnam War.
-
C.
Long Tieng region of Laos
The Long Tieng region of Laos was a secretive military and intelligence stronghold used by the CIA and Hmong forces during the Laotian Civil War and the broader Vietnam War era.
-
D.
Lao–Isan cultural area
The Lao–Isan cultural area is a historical region in northeastern Thailand characterized by Lao-influenced language, traditions, and cultural practices distinct from central Thai culture.
-
E.
Central Vietnam
Central Vietnam is a geographic region of Vietnam known for its historic imperial cities, coastal landscapes, and cultural heritage centered around the former royal capital of Huế and nearby ancient trading ports.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed304ac8190a8021f749de8164c |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f730883cb48190add9469c48dc3e89 |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f7311f14988190989e319741ef0ccf |
completed | May 3, 2026, 11:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731e24d508190a896875210be3189 |
completed | May 3, 2026, 11:30 a.m. |
Created at: April 9, 2026, 9:40 p.m.