Triple

T2076718
Position Surface form Disambiguated ID Type / Status
Subject Heinz Emigholz E44939 entity
Predicate notableWork P4 FINISHED
Object Parabeton – Pier Luigi Nervi and Roman Concrete
Parabeton – Pier Luigi Nervi and Roman Concrete is an experimental documentary film by Heinz Emigholz that visually explores the concrete architecture of Pier Luigi Nervi and its relationship to ancient Roman building techniques.
E230609 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: Parabeton – Pier Luigi Nervi and Roman Concrete | Statement: [Heinz Emigholz, notableWork, Parabeton – Pier Luigi Nervi and Roman Concrete]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parabeton – Pier Luigi Nervi and Roman Concrete
Context triple: [Heinz Emigholz, notableWork, Parabeton – Pier Luigi Nervi and Roman Concrete]
  • A. Roman concrete
    Roman concrete is an ancient building material developed by the Romans, renowned for its exceptional durability and use in monumental structures that have survived for millennia.
  • B. Pombaline cage anti-seismic building design
    The Pombaline cage anti-seismic building design is an 18th-century Portuguese structural system using an internal wooden lattice frame within masonry walls to improve buildings’ resistance to earthquakes.
  • C. Cyclopean masonry
    Cyclopean masonry is an ancient construction technique characterized by the use of massive, irregular stone blocks fitted together without mortar to create monumental walls and fortifications.
  • D. Pella Architect Series
    Pella Architect Series is a premium line of high-end, architecturally styled windows and doors known for their craftsmanship, customization options, and energy efficiency.
  • E. De architectura
    De architectura is an influential ancient Roman treatise on architecture by Vitruvius, covering architectural theory, engineering, and classical orders.
  • 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: Parabeton – Pier Luigi Nervi and Roman Concrete
Triple: [Heinz Emigholz, notableWork, Parabeton – Pier Luigi Nervi and Roman Concrete]
Generated description
Parabeton – Pier Luigi Nervi and Roman Concrete is an experimental documentary film by Heinz Emigholz that visually explores the concrete architecture of Pier Luigi Nervi and its relationship to ancient Roman building techniques.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parabeton – Pier Luigi Nervi and Roman Concrete
Target entity description: Parabeton – Pier Luigi Nervi and Roman Concrete is an experimental documentary film by Heinz Emigholz that visually explores the concrete architecture of Pier Luigi Nervi and its relationship to ancient Roman building techniques.
  • A. Roman concrete
    Roman concrete is an ancient building material developed by the Romans, renowned for its exceptional durability and use in monumental structures that have survived for millennia.
  • B. Pombaline cage anti-seismic building design
    The Pombaline cage anti-seismic building design is an 18th-century Portuguese structural system using an internal wooden lattice frame within masonry walls to improve buildings’ resistance to earthquakes.
  • C. Cyclopean masonry
    Cyclopean masonry is an ancient construction technique characterized by the use of massive, irregular stone blocks fitted together without mortar to create monumental walls and fortifications.
  • D. Pella Architect Series
    Pella Architect Series is a premium line of high-end, architecturally styled windows and doors known for their craftsmanship, customization options, and energy efficiency.
  • E. De architectura
    De architectura is an influential ancient Roman treatise on architecture by Vitruvius, covering architectural theory, engineering, and classical orders.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba2fa9c48190958826d5226544df completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2734a0688190a43c9687af48d06d completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae28155ec8819097741dcfd3d81110 completed March 9, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae2889503c8190bc72e786c656edf3 completed March 9, 2026, 1:55 a.m.
Created at: March 4, 2026, 7:41 p.m.