Triple

T2957889
Position Surface form Disambiguated ID Type / Status
Subject WNC E79975 entity
Predicate hasProgramCategory P45196 FINISHED
Object STEM
STEM is an interdisciplinary education and career field focused on science, technology, engineering, and mathematics.
 E313554 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: STEM | Statement: [WNC, hasProgramCategory, STEM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: STEM
Context triple: [WNC, hasProgramCategory, STEM]
  • A. SCI
    SCI is the abbreviation for the Strategic Computing Initiative, a U.S. Defense Advanced Research Projects Agency (DARPA) program from the 1980s that aimed to advance artificial intelligence and high-performance computing for military applications.
  • B. SCI
    SCI is a widely used citation indexing service that tracks and analyzes references in leading scientific journals to assess research impact and influence.
  • C. .sc
    .sc is the country code top-level domain (ccTLD) assigned to the Republic of Seychelles for use in internet addresses.
  • D. Syience
    Syience is a music producer known for his work in contemporary R&B and pop, collaborating with prominent artists on charting tracks.
  • E. MSC
    MSC is the commonly used abbreviation for the International Maritime Organization’s Maritime Safety Committee, the UN body responsible for setting global standards for the safety and security of international shipping.
  • 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: STEM
Triple: [WNC, hasProgramCategory, STEM]
Generated description
STEM is an interdisciplinary education and career field focused on science, technology, engineering, and mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: STEM
Target entity description: STEM is an interdisciplinary education and career field focused on science, technology, engineering, and mathematics.
  • A. SCI
    SCI is the abbreviation for the Strategic Computing Initiative, a U.S. Defense Advanced Research Projects Agency (DARPA) program from the 1980s that aimed to advance artificial intelligence and high-performance computing for military applications.
  • B. SCI
    SCI is a widely used citation indexing service that tracks and analyzes references in leading scientific journals to assess research impact and influence.
  • C. .sc
    .sc is the country code top-level domain (ccTLD) assigned to the Republic of Seychelles for use in internet addresses.
  • D. Syience
    Syience is a music producer known for his work in contemporary R&B and pop, collaborating with prominent artists on charting tracks.
  • E. MSC
    MSC is the commonly used abbreviation for the International Maritime Organization’s Maritime Safety Committee, the UN body responsible for setting global standards for the safety and security of international shipping.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9e0fec048190bdd70c60ec5c92cd completed March 8, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc8a10848190b8eec482252eb76b completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd407bd08190b62788e8d1cdd205 completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b0fd91541c8190a481b55eb9b0ac35 completed March 11, 2026, 5:28 a.m.
Created at: March 8, 2026, 2:57 p.m.