Triple

T54498
Position Surface form Disambiguated ID Type / Status
Subject University City Science Center E1073 entity
Predicate hasProgram P178 FINISHED
Object FirstHand STEM education program
FirstHand STEM education program is an educational initiative of the University City Science Center that provides hands-on science, technology, engineering, and math learning experiences to middle and high school students, particularly from underrepresented communities.
E4028 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: FirstHand STEM education program | Statement: [University City Science Center, hasProgram, FirstHand STEM education program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FirstHand STEM education program
Context triple: [University City Science Center, hasProgram, FirstHand STEM education program]
  • A. One Laptop per Child
    One Laptop per Child is an educational nonprofit initiative that aimed to provide low-cost, durable laptops to children in developing countries to support digital learning and bridge the global digital divide.
  • B. Advanced Technological Education (ATE)
    Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
  • C. Roots & Shoots program
    The Roots & Shoots program is a global youth-led initiative that empowers young people to undertake community projects that benefit people, animals, and the environment.
  • D. Education Center
    The Education Center is a learning facility within the United States Holocaust Memorial Museum that provides educational programs, resources, and interactive experiences to teach about the history and lessons of the Holocaust.
  • E. IEEE Educational Activities
    IEEE Educational Activities is a branch of IEEE that develops and delivers educational programs, resources, and accreditation-related initiatives to support lifelong learning for engineers, students, and technology professionals worldwide.
  • 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: FirstHand STEM education program
Triple: [University City Science Center, hasProgram, FirstHand STEM education program]
Generated description
FirstHand STEM education program is an educational initiative of the University City Science Center that provides hands-on science, technology, engineering, and math learning experiences to middle and high school students, particularly from underrepresented communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FirstHand STEM education program
Target entity description: FirstHand STEM education program is an educational initiative of the University City Science Center that provides hands-on science, technology, engineering, and math learning experiences to middle and high school students, particularly from underrepresented communities.
  • A. One Laptop per Child
    One Laptop per Child is an educational nonprofit initiative that aimed to provide low-cost, durable laptops to children in developing countries to support digital learning and bridge the global digital divide.
  • B. Lemelson Foundation
    The Lemelson Foundation is a philanthropic organization that supports invention and innovation to improve lives, particularly through funding programs in education, entrepreneurship, and sustainable development.
  • C. Advanced Technological Education (ATE)
    Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
  • D. Roots & Shoots program
    The Roots & Shoots program is a global youth-led initiative that empowers young people to undertake community projects that benefit people, animals, and the environment.
  • E. IMACS
    IMACS is a wide-field imaging and multi-object spectrograph used on large optical telescopes for detailed astronomical observations.
  • 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24b06c5488190afb5429a7999e3f3 completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e67187c8190950aec5d9f8ecc60 completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a24eff3f0881909b46502175682d99 completed Feb. 28, 2026, 2:12 a.m.
NED2 Entity disambiguation (via description) batch_69a2542d9b388190bcc4581c3b79aa51 completed Feb. 28, 2026, 2:34 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.