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.