Triple

T8340800
Position Surface form Disambiguated ID Type / Status
Subject College of Engineering (Georgia Institute of Technology) E195904 entity
Predicate hasAcademicUnit P1488 FINISHED
Object School of Civil and Environmental Engineering (Georgia Tech)
The School of Civil and Environmental Engineering at Georgia Tech is a leading academic unit specializing in education and research on infrastructure, sustainability, and environmental systems within the broader College of Engineering.
E728560 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: School of Civil and Environmental Engineering (Georgia Tech) | Statement: [College of Engineering (Georgia Institute of Technology), hasAcademicUnit, School of Civil and Environmental Engineering (Georgia Tech)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of Civil and Environmental Engineering (Georgia Tech)
Context triple: [College of Engineering (Georgia Institute of Technology), hasAcademicUnit, School of Civil and Environmental Engineering (Georgia Tech)]
  • A. School of Civil and Environmental Engineering
    The School of Civil and Environmental Engineering is an academic unit of Nanyang Technological University specializing in education and research on infrastructure, sustainable development, and environmental systems.
  • B. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at Nagaoka University of Technology focused on education and research in infrastructure, environmental protection, and sustainable development.
  • C. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering at UC Berkeley is a leading academic department focused on advancing infrastructure, environmental sustainability, and resilient systems through education and research.
  • D. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit that educates engineers and conducts research in areas such as infrastructure, transportation, water resources, and environmental protection within the A. James Clark School of Engineering.
  • E. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit that educates students and conducts research in areas such as infrastructure design, construction, and environmental protection within the Maseeh College of Engineering and Computer Science.
  • 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: School of Civil and Environmental Engineering (Georgia Tech)
Triple: [College of Engineering (Georgia Institute of Technology), hasAcademicUnit, School of Civil and Environmental Engineering (Georgia Tech)]
Generated description
The School of Civil and Environmental Engineering at Georgia Tech is a leading academic unit specializing in education and research on infrastructure, sustainability, and environmental systems within the broader College of Engineering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of Civil and Environmental Engineering (Georgia Tech)
Target entity description: The School of Civil and Environmental Engineering at Georgia Tech is a leading academic unit specializing in education and research on infrastructure, sustainability, and environmental systems within the broader College of Engineering.
  • A. School of Civil and Environmental Engineering
    The School of Civil and Environmental Engineering is an academic unit of Nanyang Technological University specializing in education and research on infrastructure, sustainable development, and environmental systems.
  • B. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at Rice University's George R. Brown School of Engineering that focuses on education and research in infrastructure, environmental systems, and sustainable engineering.
  • C. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit at Nagaoka University of Technology focused on education and research in infrastructure, environmental protection, and sustainable development.
  • D. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering at UC Berkeley is a leading academic department focused on advancing infrastructure, environmental sustainability, and resilient systems through education and research.
  • E. Department of Civil and Environmental Engineering
    The Department of Civil and Environmental Engineering is an academic unit that educates engineers and conducts research in areas such as infrastructure, transportation, water resources, and environmental protection within the A. James Clark School of Engineering.
  • 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_69ca82ecbdc481908a55cad8ca062d88 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fe8989481909b32d4bfd586372d completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc7237aa0819092b3679a318223ba completed April 2, 2026, 1:32 a.m.
NEDg Description generation batch_69cdcc8596888190867bb0f298b6fac1 completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdd14de9408190a5522fbdbef4d748 completed April 2, 2026, 2:15 a.m.
Created at: March 30, 2026, 5:57 p.m.