Triple
T7490446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Thailand |
E176992
|
entity |
| Predicate | majorCity |
P316
|
FINISHED |
| Object |
Lampang
Lampang is a historic provincial city in northern Thailand known for its well-preserved Lanna architecture, horse-drawn carriages, and important Buddhist temples.
|
E669317
|
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: Lampang | Statement: [Northern Thailand, majorCity, Lampang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lampang Context triple: [Northern Thailand, majorCity, Lampang]
-
A.
Nong Khai
Nong Khai is a riverside town in northeastern Thailand on the Mekong River, known as a key gateway to Laos and the nearby capital city of Vientiane.
-
B.
Khao Lak
Khao Lak is a coastal resort area in southern Thailand known for its tranquil beaches, proximity to national parks, and devastation during the 2004 Indian Ocean tsunami.
-
C.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
D.
Chiang Rai
Chiang Rai is a culturally rich city in far northern Thailand, known for its temples, hill-tribe communities, and role as a gateway to the Golden Triangle region.
-
E.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
- 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: Lampang Triple: [Northern Thailand, majorCity, Lampang]
Generated description
Lampang is a historic provincial city in northern Thailand known for its well-preserved Lanna architecture, horse-drawn carriages, and important Buddhist temples.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lampang Target entity description: Lampang is a historic provincial city in northern Thailand known for its well-preserved Lanna architecture, horse-drawn carriages, and important Buddhist temples.
-
A.
Nong Khai
Nong Khai is a riverside town in northeastern Thailand on the Mekong River, known as a key gateway to Laos and the nearby capital city of Vientiane.
-
B.
Khao Lak
Khao Lak is a coastal resort area in southern Thailand known for its tranquil beaches, proximity to national parks, and devastation during the 2004 Indian Ocean tsunami.
-
C.
Chachoengsao
Chachoengsao is a province in eastern Thailand known for its historic temples, agricultural landscape, and proximity to Bangkok and major transport hubs.
-
D.
Chiang Rai
Chiang Rai is a culturally rich city in far northern Thailand, known for its temples, hill-tribe communities, and role as a gateway to the Golden Triangle region.
-
E.
Nakhon Si Thammarat
Nakhon Si Thammarat is a historic coastal city in southern Thailand known for its ancient temples, particularly Wat Phra Mahathat, and its role as a regional cultural and economic center.
- 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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f55bdb3481908653b46eafba011d |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84600d65481908518bc0d7ffcb373 |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c8464ec5ec8190be718a1508e8e53b |
completed | March 28, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c846b86a888190bc09bc17a5df252b |
completed | March 28, 2026, 9:23 p.m. |
Created at: March 27, 2026, 3:43 p.m.