Triple

T8726831
Position Surface form Disambiguated ID Type / Status
Subject Roman state E207149 entity
Predicate hasCulturalAchievement P11746 FINISHED
Object Roman engineering
Roman engineering encompasses the advanced construction, infrastructure, and technological innovations of ancient Rome, including roads, aqueducts, bridges, and monumental architecture that profoundly influenced later engineering practices.
E753343 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: Roman engineering | Statement: [Roman state, hasCulturalAchievement, Roman engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman engineering
Context triple: [Roman state, hasCulturalAchievement, Roman engineering]
  • A. Roman military engineering
    Roman military engineering was the highly advanced and systematic practice by which the Roman army designed and built roads, fortifications, siege works, and infrastructure that underpinned Rome’s military dominance and territorial expansion.
  • B. Roman architecture
    Roman architecture is the building tradition of ancient Rome, distinguished by its extensive use of arches, vaults, and concrete to create monumental structures such as amphitheaters, aqueducts, and basilicas that profoundly influenced later Western architectural styles.
  • C. 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.
  • D. Roman aqueduct
    A Roman aqueduct is an ancient engineering structure designed to transport water over long distances using gravity-fed channels, bridges, and tunnels.
  • E. Roman Antiquities
    Roman Antiquities is a multi-volume historical work by Dionysius of Halicarnassus that narrates the early history and institutions of Rome from its legendary origins through the early Republic.
  • 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: Roman engineering
Triple: [Roman state, hasCulturalAchievement, Roman engineering]
Generated description
Roman engineering encompasses the advanced construction, infrastructure, and technological innovations of ancient Rome, including roads, aqueducts, bridges, and monumental architecture that profoundly influenced later engineering practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman engineering
Target entity description: Roman engineering encompasses the advanced construction, infrastructure, and technological innovations of ancient Rome, including roads, aqueducts, bridges, and monumental architecture that profoundly influenced later engineering practices.
  • A. Roman military engineering
    Roman military engineering was the highly advanced and systematic practice by which the Roman army designed and built roads, fortifications, siege works, and infrastructure that underpinned Rome’s military dominance and territorial expansion.
  • B. Roman architecture
    Roman architecture is the building tradition of ancient Rome, distinguished by its extensive use of arches, vaults, and concrete to create monumental structures such as amphitheaters, aqueducts, and basilicas that profoundly influenced later Western architectural styles.
  • C. 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.
  • D. Roman aqueduct
    A Roman aqueduct is an ancient engineering structure designed to transport water over long distances using gravity-fed channels, bridges, and tunnels.
  • E. Roman Antiquities
    Roman Antiquities is a multi-volume historical work by Dionysius of Halicarnassus that narrates the early history and institutions of Rome from its legendary origins through the early Republic.
  • 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_69ca835811d8819081ea00fd2a2c9a1c completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d16cba881908e2a14b60ae65524 completed March 31, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf291b737481909a90e482273c5f76 completed April 3, 2026, 2:42 a.m.
NEDg Description generation batch_69cf2bd42e6081908e016303eeb2241f completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ce47b748190b883063dc3e5d16b completed April 3, 2026, 2:58 a.m.
Created at: March 30, 2026, 6:37 p.m.