Triple

T13076404
Position Surface form Disambiguated ID Type / Status
Subject Lao people E329586 entity
Predicate cuisine P6863 FINISHED
Object tam mak hoong
Tam mak hoong is a traditional Lao green papaya salad known for its bold, spicy, and tangy flavors and widespread popularity across Southeast Asia.
E1019403 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: tam mak hoong | Statement: [Lao people, cuisine, tam mak hoong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: tam mak hoong
Context triple: [Lao people, cuisine, tam mak hoong]
  • A. Tamalakaw
    Tamalakaw is a village in Taiwan known as one of the communities where the indigenous Puyuma language is traditionally spoken.
  • B. Takmak Tok
    Takmak Tok is a prominent cliff-edge viewpoint on Raigad Fort in Maharashtra, known for its steep drop and panoramic views of the surrounding Sahyadri mountains.
  • C. Hua Mak
    Hua Mak is a subdistrict in Bangkok, Thailand, known for its residential areas, educational institutions, and transport links including the Hua Mak railway station.
  • D. Tai-lo
    Tai-lo is a standardized Latin-based romanization system used to write the Southern Min (Taiwanese Hokkien) language.
  • E. Tongzha Hlai
    Tongzha Hlai is a specific variety of the Hlai language cluster spoken by the Hlai people on Hainan Island in southern China.
  • 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: tam mak hoong
Triple: [Lao people, cuisine, tam mak hoong]
Generated description
Tam mak hoong is a traditional Lao green papaya salad known for its bold, spicy, and tangy flavors and widespread popularity across Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: tam mak hoong
Target entity description: Tam mak hoong is a traditional Lao green papaya salad known for its bold, spicy, and tangy flavors and widespread popularity across Southeast Asia.
  • A. Tamalakaw
    Tamalakaw is a village in Taiwan known as one of the communities where the indigenous Puyuma language is traditionally spoken.
  • B. Takmak Tok
    Takmak Tok is a prominent cliff-edge viewpoint on Raigad Fort in Maharashtra, known for its steep drop and panoramic views of the surrounding Sahyadri mountains.
  • C. Hua Mak
    Hua Mak is a subdistrict in Bangkok, Thailand, known for its residential areas, educational institutions, and transport links including the Hua Mak railway station.
  • D. Tai-lo
    Tai-lo is a standardized Latin-based romanization system used to write the Southern Min (Taiwanese Hokkien) language.
  • E. Tongzha Hlai
    Tongzha Hlai is a specific variety of the Hlai language cluster spoken by the Hlai people on Hainan Island in southern China.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d98117209081908272021013df2222 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d608a2288190bf07023a5303f887 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6d6e326408190b7906c7ea8e3ef85 completed May 3, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69f6d873b978819097962c82e8ffdac8 completed May 3, 2026, 5:09 a.m.
Created at: April 9, 2026, 9:01 p.m.