Triple

T23505932
Position Surface form Disambiguated ID Type / Status
Subject Galo language E572280 entity
Predicate hasStandardizationEffortBy P7791 FINISHED
Object Galo Welfare Society
Galo Welfare Society is an organization dedicated to preserving, promoting, and developing the Galo language and culture, including efforts toward its standardization.
E1588745 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: Galo Welfare Society | Statement: [Galo language, hasStandardizationEffortBy, Galo Welfare Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Galo Welfare Society
Context triple: [Galo language, hasStandardizationEffortBy, Galo Welfare Society]
  • A. Union Gospel Mission
    Union Gospel Mission is a Christian-based charitable organization in Vancouver known for providing food, shelter, addiction recovery, and community support services to people in need.
  • B. Sankat Mochan Foundation
    Sankat Mochan Foundation is a Varanasi-based non-profit organization dedicated to cleaning and protecting the Ganges River and promoting related cultural and environmental initiatives.
  • C. Society of Benevolence
    The Society of Benevolence was a 19th-century Dutch philanthropic organization that established agricultural colonies to combat poverty by resettling and employing the poor in rural communities.
  • D. Children's Protection Society
    The Children's Protection Society was an early 20th-century Australian organization dedicated to safeguarding the welfare and rights of children, particularly those vulnerable to neglect and abuse.
  • E. Atlanta Benevolent and Protective Association
    The Atlanta Benevolent and Protective Association was the early predecessor of Atlanta Life Insurance Company, a historically significant Black-owned insurer based in Atlanta.
  • 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: Galo Welfare Society
Triple: [Galo language, hasStandardizationEffortBy, Galo Welfare Society]
Generated description
Galo Welfare Society is an organization dedicated to preserving, promoting, and developing the Galo language and culture, including efforts toward its standardization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Galo Welfare Society
Target entity description: Galo Welfare Society is an organization dedicated to preserving, promoting, and developing the Galo language and culture, including efforts toward its standardization.
  • A. Union Gospel Mission
    Union Gospel Mission is a Christian-based charitable organization in Vancouver known for providing food, shelter, addiction recovery, and community support services to people in need.
  • B. Sankat Mochan Foundation
    Sankat Mochan Foundation is a Varanasi-based non-profit organization dedicated to cleaning and protecting the Ganges River and promoting related cultural and environmental initiatives.
  • C. Society of Benevolence
    The Society of Benevolence was a 19th-century Dutch philanthropic organization that established agricultural colonies to combat poverty by resettling and employing the poor in rural communities.
  • D. Children's Protection Society
    The Children's Protection Society was an early 20th-century Australian organization dedicated to safeguarding the welfare and rights of children, particularly those vulnerable to neglect and abuse.
  • E. Atlanta Benevolent and Protective Association
    The Atlanta Benevolent and Protective Association was the early predecessor of Atlanta Life Insurance Company, a historically significant Black-owned insurer based in Atlanta.
  • 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a9009ca081908c4cffb8c32293ec completed April 29, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8277b97481909b1405fd7469b910 completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f2d4288190b0b5fd46d2a387bf completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7e9e9988190ac3bedb9ecb8ce06 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:07 p.m.