Triple

T62445
Position Surface form Disambiguated ID Type / Status
Subject Roman Empire E1239 entity
Predicate notableInfrastructure P668 FINISHED
Object Roman roads
Roman roads were an extensive and durable network of paved routes that enabled efficient military movement, trade, and communication across the vast territories of the Roman Empire.
E5866 NE FINISHED

How this triple was built (5 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 roads | Statement: [Roman Empire, notableInfrastructure, Roman roads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman roads
Context triple: [Roman Empire, notableInfrastructure, Roman roads]
  • A. The Royal Road
    The Royal Road is a historic route name traditionally used for important long-distance roads that connected major cities or regions under royal or imperial authority.
  • B. A22 motorway
    The A22 motorway, also known as Via do Infante, is a major east–west toll highway in Portugal’s Algarve region that links coastal towns and connects to Spain.
  • C. United States Numbered Highway System
    The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
  • D. Roman Empire
    The Roman Empire was a vast and influential ancient civilization that dominated the Mediterranean world and much of Europe for centuries, profoundly shaping law, politics, culture, and religion in Western history.
  • E. Pan-American Highway
    The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
  • 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 roads
Triple: [Roman Empire, notableInfrastructure, Roman roads]
Generated description
Roman roads were an extensive and durable network of paved routes that enabled efficient military movement, trade, and communication across the vast territories of the Roman Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman roads
Target entity description: Roman roads were an extensive and durable network of paved routes that enabled efficient military movement, trade, and communication across the vast territories of the Roman Empire.
  • A. The Royal Road
    The Royal Road is a historic route name traditionally used for important long-distance roads that connected major cities or regions under royal or imperial authority.
  • B. A22 motorway
    The A22 motorway, also known as Via do Infante, is a major east–west toll highway in Portugal’s Algarve region that links coastal towns and connects to Spain.
  • C. United States Numbered Highway System
    The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
  • D. Roman Empire
    The Roman Empire was a vast and influential ancient civilization that dominated the Mediterranean world and much of Europe for centuries, profoundly shaping law, politics, culture, and religion in Western history.
  • E. Pan-American Highway
    The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableInfrastructure
Context triple: [Roman Empire, notableInfrastructure, Roman roads]
  • A. notableSite
    Indicates that a site holds particular significance, prominence, or recognition in some context.
  • B. significantBuilding
    Indicates that a building holds notable importance, prominence, or special status within a particular context (e.g., historical, cultural, architectural, or functional).
  • C. notableFor
    Indicates that an entity is especially recognized or distinguished for a particular quality, achievement, characteristic, or role.
  • D. notableSystem chosen
    Indicates that a system is recognized as significant, prominent, or noteworthy in a particular context or domain.
  • E. notableSingle
    Indicates that the subject is particularly recognized or distinguished for one specific, individual instance (such as a single work, event, or achievement).
  • F. None of above.

Provenance (6 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_69a24ba4f760819081f6638a3c70538a completed Feb. 28, 2026, 1:57 a.m.
NER Named-entity recognition batch_69a251f74b0881909ad89127b8171277 completed Feb. 28, 2026, 2:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2554c4edc8190a44fa66848c5f738 completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a2569e8d2481909f5a85b688f1660c completed Feb. 28, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2577fd0c08190b6131261712d28b3 completed Feb. 28, 2026, 2:48 a.m.
PD Predicate disambiguation batch_69a24ea242c8819086fe00bf01e6523e completed Feb. 28, 2026, 2:10 a.m.
Created at: Feb. 28, 2026, 2:02 a.m.