Triple

T15912933
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Economics and Administrative Sciences, Gazi University E385892 entity
Predicate fieldOfStudyGroup P39950 FINISHED
Object economics and administrative sciences
Economics and administrative sciences is an interdisciplinary academic field that studies how resources are allocated and organizations are managed within economic, political, and social systems.
E1182610 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: economics and administrative sciences | Statement: [Faculty of Economics and Administrative Sciences, Gazi University, fieldOfStudyGroup, economics and administrative sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: economics and administrative sciences
Context triple: [Faculty of Economics and Administrative Sciences, Gazi University, fieldOfStudyGroup, economics and administrative sciences]
  • A. College of Economics and Administrative Sciences
    The College of Economics and Administrative Sciences is an academic faculty specializing in economics, business, and administrative studies within Imam Mohammad Ibn Saud Islamic University in Saudi Arabia.
  • B. School of Public Economics and Administration
    The School of Public Economics and Administration is an academic unit of Shanghai University of Finance and Economics specializing in public finance, public policy, and administrative management education and research.
  • C. Faculty of Economics and Administrative Sciences
    The Faculty of Economics and Administrative Sciences at Boğaziçi University is an academic division specializing in economics, business, and public administration education and research.
  • D. Faculty of Economics and Administrative Sciences
    The Faculty of Economics and Administrative Sciences is an academic unit of the Pontifical Catholic University of Valparaíso specializing in education and research in economics, business, and public administration.
  • E. Faculty of Economics and Administrative Sciences
    The Faculty of Economics and Administrative Sciences is an academic unit of Hacettepe University that offers undergraduate and graduate programs in fields such as economics, business, public administration, and related social sciences.
  • 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: economics and administrative sciences
Triple: [Faculty of Economics and Administrative Sciences, Gazi University, fieldOfStudyGroup, economics and administrative sciences]
Generated description
Economics and administrative sciences is an interdisciplinary academic field that studies how resources are allocated and organizations are managed within economic, political, and social systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: economics and administrative sciences
Target entity description: Economics and administrative sciences is an interdisciplinary academic field that studies how resources are allocated and organizations are managed within economic, political, and social systems.
  • A. College of Economics and Administrative Sciences
    The College of Economics and Administrative Sciences is an academic faculty specializing in economics, business, and administrative studies within Imam Mohammad Ibn Saud Islamic University in Saudi Arabia.
  • B. School of Public Economics and Administration
    The School of Public Economics and Administration is an academic unit of Shanghai University of Finance and Economics specializing in public finance, public policy, and administrative management education and research.
  • C. Faculty of Economics and Administrative Sciences
    The Faculty of Economics and Administrative Sciences at Boğaziçi University is an academic division specializing in economics, business, and public administration education and research.
  • D. Faculty of Economics and Administrative Sciences
    The Faculty of Economics and Administrative Sciences is an academic unit of Hacettepe University that offers undergraduate and graduate programs in fields such as economics, business, public administration, and related social sciences.
  • E. Faculty of Economics and Administrative Sciences
    The Faculty of Economics and Administrative Sciences is an academic unit of the Pontifical Catholic University of Valparaíso specializing in education and research in economics, business, and public administration.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156601c988190b9bd0cd75897651b completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb0592b5c8190a4597644864a6bcb completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb0ef7f3081908744a759bb3e4e8c completed May 9, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1dbd7d08190b84ae201e0866139 completed May 9, 2026, 10:14 p.m.
Created at: April 10, 2026, 4:52 a.m.