Triple

T19145814
Position Surface form Disambiguated ID Type / Status
Subject Integrated Postsecondary Education Data System E468674 entity
Predicate component P35 FINISHED
Object IPEDS Trend Generator
IPEDS Trend Generator is an online tool that allows users to create and analyze customized trends in U.S. postsecondary education data over time.
E468674 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: IPEDS Trend Generator | Statement: [Integrated Postsecondary Education Data System, component, IPEDS Trend Generator]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IPEDS Trend Generator
Context triple: [Integrated Postsecondary Education Data System, component, IPEDS Trend Generator]
  • A. Integrated Postsecondary Education Data System
    The Integrated Postsecondary Education Data System (IPEDS) is a comprehensive U.S. federal data collection program that gathers and reports information on postsecondary institutions, including enrollment, finances, graduation rates, and institutional characteristics.
  • B. BigFuture college planning platform
    BigFuture college planning platform is an online tool from the College Board that helps students explore colleges, careers, and financial aid options to plan for life after high school.
  • C. Babsonchart of business indicators
    The Babsonchart of business indicators is an early 20th-century analytical charting system that tracked and forecasted economic and business trends using statistical data and visual indicators.
  • D. Canada College
    Canada College is a community college serving students in the San Francisco Bay Area with a range of academic, career, and transfer programs.
  • E. Expected Family Contribution (EFC) (historical)
    Expected Family Contribution (EFC) (historical) was a numerical index used in U.S. federal student aid to estimate how much a student’s family could afford to pay for college, helping determine eligibility for need-based financial aid.
  • 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: IPEDS Trend Generator
Triple: [Integrated Postsecondary Education Data System, component, IPEDS Trend Generator]
Generated description
IPEDS Trend Generator is an online tool that allows users to create and analyze customized trends in U.S. postsecondary education data over time.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IPEDS Trend Generator
Target entity description: IPEDS Trend Generator is an online tool that allows users to create and analyze customized trends in U.S. postsecondary education data over time.
  • A. Integrated Postsecondary Education Data System chosen
    The Integrated Postsecondary Education Data System (IPEDS) is a comprehensive U.S. federal data collection program that gathers and reports information on postsecondary institutions, including enrollment, finances, graduation rates, and institutional characteristics.
  • B. BigFuture college planning platform
    BigFuture college planning platform is an online tool from the College Board that helps students explore colleges, careers, and financial aid options to plan for life after high school.
  • C. Babsonchart of business indicators
    The Babsonchart of business indicators is an early 20th-century analytical charting system that tracked and forecasted economic and business trends using statistical data and visual indicators.
  • D. Canada College
    Canada College is a community college serving students in the San Francisco Bay Area with a range of academic, career, and transfer programs.
  • E. Expected Family Contribution (EFC) (historical)
    Expected Family Contribution (EFC) (historical) was a numerical index used in U.S. federal student aid to estimate how much a student’s family could afford to pay for college, helping determine eligibility for need-based financial aid.
  • F. None of above.

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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e9796ebc8190928f4b227685bc33 completed April 20, 2026, 8:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f25067b0819097fbe77b322eee36 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f3b97f288190a929764836302c7d completed May 15, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_6a06f432aa948190b26e4039b48e315f completed May 15, 2026, 10:23 a.m.
Created at: April 10, 2026, 12:06 p.m.