Triple

T13116017
Position Surface form Disambiguated ID Type / Status
Subject Maryland Technology Enterprise Institute E311095 entity
Predicate shortName P43 FINISHED
Object Mtech
Mtech is a technology entrepreneurship and innovation institute at the University of Maryland that supports startups, education, and economic development.
E1021645 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: Mtech | Statement: [Maryland Technology Enterprise Institute, shortName, Mtech]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mtech
Context triple: [Maryland Technology Enterprise Institute, shortName, Mtech]
  • A. Master of Science
    The Master of Science is a graduate-level academic degree focused on advanced study and research in scientific and technical disciplines.
  • B. MTE
    MTE is a French company known for manufacturing the BB 7200 class of electric locomotives for the French railways.
  • C. Master of Engineering
    The Master of Engineering is a postgraduate professional degree focused on advanced engineering coursework and applied research, preparing graduates for specialized technical careers or further doctoral studies.
  • D. Technikum
    Technikum was the original name of the Technion – Israel Institute of Technology, a leading science and engineering university in Haifa, Israel.
  • E. Higher Technical School of Engineering
    The Higher Technical School of Engineering is an engineering faculty of the University of Santiago de Compostela that offers advanced technical and engineering education and research programs.
  • 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: Mtech
Triple: [Maryland Technology Enterprise Institute, shortName, Mtech]
Generated description
Mtech is a technology entrepreneurship and innovation institute at the University of Maryland that supports startups, education, and economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mtech
Target entity description: Mtech is a technology entrepreneurship and innovation institute at the University of Maryland that supports startups, education, and economic development.
  • A. Master of Science
    The Master of Science is a graduate-level academic degree focused on advanced study and research in scientific and technical disciplines.
  • B. MTE
    MTE is a French company known for manufacturing the BB 7200 class of electric locomotives for the French railways.
  • C. Master of Engineering
    The Master of Engineering is a postgraduate professional degree focused on advanced engineering coursework and applied research, preparing graduates for specialized technical careers or further doctoral studies.
  • D. Technikum
    Technikum was the original name of the Technion – Israel Institute of Technology, a leading science and engineering university in Haifa, Israel.
  • E. Higher Technical School of Engineering
    The Higher Technical School of Engineering is an engineering faculty of the University of Santiago de Compostela that offers advanced technical and engineering education and research programs.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98180b6ac8190ae5a1f7c1480bd54 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e28105c481908781775ba489c296 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e33f44208190881bee81c2a41850 completed May 3, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69f6e407dd988190b928b8931985a815 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 9:06 p.m.