Triple

T22676663
Position Surface form Disambiguated ID Type / Status
Subject Salavan Province E560362 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Lao Soung
Lao Soung is a highland-dwelling ethnic group in Laos, traditionally associated with upland agriculture and distinct cultural practices.
E1550524 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: Lao Soung | Statement: [Salavan Province, hasEthnicGroup, Lao Soung]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lao Soung
Context triple: [Salavan Province, hasEthnicGroup, Lao Soung]
  • A. Lao An
    Lao An is the wife of former Chinese premier Zhu Rongji and a relatively private figure associated with China's political elite.
  • B. Lao Loum
    Lao Loum are the majority lowland Lao ethnic group of Laos, traditionally engaged in wet-rice agriculture and central to the country’s language and culture.
  • C. Kha Le-Huu
    Kha Le-Huu is an architect known for designing the Harn Museum of Art at the University of Florida.
  • D. Lao Zai
    Lao Zai is a composer best known for creating the musical score for Zhang Yimou’s 2018 wuxia film "Shadow."
  • E. Chu Lai
    Chu Lai was a major U.S. Marine Corps base and airfield complex used during the Vietnam War along the central coast of South Vietnam.
  • 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: Lao Soung
Triple: [Salavan Province, hasEthnicGroup, Lao Soung]
Generated description
Lao Soung is a highland-dwelling ethnic group in Laos, traditionally associated with upland agriculture and distinct cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lao Soung
Target entity description: Lao Soung is a highland-dwelling ethnic group in Laos, traditionally associated with upland agriculture and distinct cultural practices.
  • A. Lao An
    Lao An is the wife of former Chinese premier Zhu Rongji and a relatively private figure associated with China's political elite.
  • B. Lao Loum
    Lao Loum are the majority lowland Lao ethnic group of Laos, traditionally engaged in wet-rice agriculture and central to the country’s language and culture.
  • C. Kha Le-Huu
    Kha Le-Huu is an architect known for designing the Harn Museum of Art at the University of Florida.
  • D. Lao Zai
    Lao Zai is a composer best known for creating the musical score for Zhang Yimou’s 2018 wuxia film "Shadow."
  • E. Chu Lai
    Chu Lai was a major U.S. Marine Corps base and airfield complex used during the Vietnam War along the central coast of South Vietnam.
  • 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_69e2454bfd00819099115715a22cb057 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1785ca1e08190af1a6cdb51ca4fce completed April 29, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ec956e08190be7be7c59b453681 completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b8119bb488190b147baf3e7493f0d completed May 18, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0b819ebe90819088593ffcd70251b1 completed May 18, 2026, 9:16 p.m.
Created at: April 17, 2026, 3:11 p.m.