Triple
T9763940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thai American |
E236735
|
entity |
| Predicate | hasOrganization |
P629
|
FINISHED |
| Object |
Thai American Chamber of Commerce
The Thai American Chamber of Commerce is a business organization that promotes trade, investment, and economic opportunities between Thai American entrepreneurs and the broader U.S. market.
|
E821465
|
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: Thai American Chamber of Commerce | Statement: [Thai American, hasOrganization, Thai American Chamber of Commerce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thai American Chamber of Commerce Context triple: [Thai American, hasOrganization, Thai American Chamber of Commerce]
-
A.
Thai American Association of Los Angeles
The Thai American Association of Los Angeles is a community-based nonprofit organization that supports, represents, and promotes the cultural, social, and civic interests of Thai Americans in the Los Angeles area.
-
B.
Thai American
Thai Americans are U.S. residents or citizens of Thai ancestry, forming a Southeast Asian ethnic community with cultural roots in Thailand and ties to other regional groups such as Laotian Americans.
-
C.
Thai Town
Thai Town is a vibrant Los Angeles neighborhood known as the cultural and commercial hub for the Thai-American community, featuring Thai restaurants, markets, and festivals.
-
D.
Thai Pavilion
Thai Pavilion is an ornate, traditional Thai-style structure serving as a cultural and architectural centerpiece within the Olbrich Botanical Gardens.
-
E.
Laotian American
Laotian Americans are people in the United States of Laotian descent, many of whom arrived as refugees after the Vietnam War and have established communities particularly in states like California, Minnesota, and Texas.
- 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: Thai American Chamber of Commerce Triple: [Thai American, hasOrganization, Thai American Chamber of Commerce]
Generated description
The Thai American Chamber of Commerce is a business organization that promotes trade, investment, and economic opportunities between Thai American entrepreneurs and the broader U.S. market.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thai American Chamber of Commerce Target entity description: The Thai American Chamber of Commerce is a business organization that promotes trade, investment, and economic opportunities between Thai American entrepreneurs and the broader U.S. market.
-
A.
Thai American Association of Los Angeles
The Thai American Association of Los Angeles is a community-based nonprofit organization that supports, represents, and promotes the cultural, social, and civic interests of Thai Americans in the Los Angeles area.
-
B.
Thai American
Thai Americans are U.S. residents or citizens of Thai ancestry, forming a Southeast Asian ethnic community with cultural roots in Thailand and ties to other regional groups such as Laotian Americans.
-
C.
Thai Town
Thai Town is a vibrant Los Angeles neighborhood known as the cultural and commercial hub for the Thai-American community, featuring Thai restaurants, markets, and festivals.
-
D.
Thai Pavilion
Thai Pavilion is an ornate, traditional Thai-style structure serving as a cultural and architectural centerpiece within the Olbrich Botanical Gardens.
-
E.
Laotian American
Laotian Americans are people in the United States of Laotian descent, many of whom arrived as refugees after the Vietnam War and have established communities particularly in states like California, Minnesota, and Texas.
- 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_69ca84d64f6c8190a4ed4e9f5936eda5 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda09ed54c8190a5879e14184cddf4 |
completed | April 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c412f0a48190b59d030b703a0e45 |
completed | April 5, 2026, 2:08 a.m. |
| NEDg | Description generation | batch_69d1c4eb7a0481908bbd72f6d28d4746 |
completed | April 5, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c5c0e6e88190bbf6eb379e6d1aa3 |
completed | April 5, 2026, 2:15 a.m. |
Created at: March 30, 2026, 8:25 p.m.