Triple

T6167516
Position Surface form Disambiguated ID Type / Status
Subject What Works Clearinghouse E137603 entity
Predicate hasAbbreviation P43 FINISHED
Object WWC
WWC is a U.S. Department of Education initiative that reviews and summarizes research evidence on educational programs, practices, and policies to inform educators and policymakers.
E572509 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: WWC | Statement: [What Works Clearinghouse, hasAbbreviation, WWC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WWC
Context triple: [What Works Clearinghouse, hasAbbreviation, WWC]
  • A. WWA
    WWA is the National Rail station code for Woolwich Arsenal railway station in southeast London.
  • B. WWF
    WWF (World Wide Fund for Nature) is a leading international conservation organization focused on protecting endangered species, preserving natural habitats, and addressing global environmental challenges such as climate change.
  • C. WFC
    WFC is the stock ticker symbol for Wells Fargo & Company, a major American multinational financial services and banking institution.
  • D. CWC
    CWC is an abbreviation for Contemporary World Cinema, a program section that showcases recent international films at major film festivals.
  • E. CWC
    CWC is an international treaty that outlaws the development, production, stockpiling, and use of chemical weapons and mandates their destruction under international verification.
  • 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: WWC
Triple: [What Works Clearinghouse, hasAbbreviation, WWC]
Generated description
WWC is a U.S. Department of Education initiative that reviews and summarizes research evidence on educational programs, practices, and policies to inform educators and policymakers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WWC
Target entity description: WWC is a U.S. Department of Education initiative that reviews and summarizes research evidence on educational programs, practices, and policies to inform educators and policymakers.
  • A. WWA
    WWA is the National Rail station code for Woolwich Arsenal railway station in southeast London.
  • B. WWF
    WWF (World Wide Fund for Nature) is a leading international conservation organization focused on protecting endangered species, preserving natural habitats, and addressing global environmental challenges such as climate change.
  • C. WFC
    WFC is the stock ticker symbol for Wells Fargo & Company, a major American multinational financial services and banking institution.
  • D. CWC
    CWC is an international treaty that outlaws the development, production, stockpiling, and use of chemical weapons and mandates their destruction under international verification.
  • E. CWC
    CWC is the commonly used abbreviation for the CONCACAF Women's Championship, the premier women's national team football tournament in North America, Central America, and the Caribbean.
  • 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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d647ae48190a1db07b4f4a06e67 completed March 22, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141a3ea6c81908847998960c9d0eb completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c143d8090081909ec2759a7025bcfb completed March 23, 2026, 1:44 p.m.
NED2 Entity disambiguation (via description) batch_69c1444a09ac8190acfee8a878652d16 completed March 23, 2026, 1:46 p.m.
Created at: March 22, 2026, 4:17 p.m.