Triple

T7551769
Position Surface form Disambiguated ID Type / Status
Subject Polytechnic University of Milan E178550 entity
Predicate hasFaculty P141 FINISHED
Object School of Civil, Environmental and Land Management Engineering
The School of Civil, Environmental and Land Management Engineering is an academic unit specializing in civil, environmental, and territorial engineering disciplines within the Polytechnic University of Milan.
 E671694 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, Environmental and Land Management Engineering | Statement: [Polytechnic University of Milan, hasFaculty, School of Civil, Environmental and Land Management Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Civil, Environmental and Land Management Engineering
Context triple: [Polytechnic University of Milan, hasFaculty, School of Civil, Environmental and Land Management Engineering]
  • A. School of Civil Engineering and Environmental Science
    The School of Civil Engineering and Environmental Science is an academic unit that focuses on education and research in civil infrastructure, environmental protection, and sustainable engineering practices.
  • B. 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.
  • C. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit of Tongji University specializing in education and research on environmental protection, sustainability, and related engineering disciplines.
  • D. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit specializing in education and research on environmental protection, sustainable development, and related engineering solutions.
  • E. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit of Tianjin University focused on education and research in environmental protection, pollution control, and sustainable development technologies.
  • 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, Environmental and Land Management Engineering
Triple: [Polytechnic University of Milan, hasFaculty, School of Civil, Environmental and Land Management Engineering]
Generated description
The School of Civil, Environmental and Land Management Engineering is an academic unit specializing in civil, environmental, and territorial engineering disciplines within the Polytechnic University of Milan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Civil, Environmental and Land Management Engineering
Target entity description: The School of Civil, Environmental and Land Management Engineering is an academic unit specializing in civil, environmental, and territorial engineering disciplines within the Polytechnic University of Milan.
  • A. School of Civil Engineering and Environmental Science
    The School of Civil Engineering and Environmental Science is an academic unit that focuses on education and research in civil infrastructure, environmental protection, and sustainable engineering practices.
  • B. 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.
  • C. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit of Tongji University specializing in education and research on environmental protection, sustainability, and related engineering disciplines.
  • D. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit specializing in education and research on environmental protection, sustainable development, and related engineering solutions.
  • E. School of Environmental Science and Engineering
    The School of Environmental Science and Engineering is an academic unit of Tianjin University focused on education and research in environmental protection, pollution control, and sustainable development technologies.
  • 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_69c69f2cbe08819088f9eb0c03ef529b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8b6c6488190b8fd94aca6ea8486 completed March 27, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f33c968819089fd0a2b07b076a3 completed March 28, 2026, 9:59 p.m.
NEDg Description generation batch_69c84fb8382881909f29472230550aff completed March 28, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_69c850327c8c81908c3e1ccf58b5bd74 completed March 28, 2026, 10:03 p.m.
Created at: March 27, 2026, 3:49 p.m.