Triple

T2950848
Position Surface form Disambiguated ID Type / Status
Subject Balanga E79814 entity
Predicate roadConnection P385 FINISHED
Object Roman Superhighway
Roman Superhighway is a major arterial road in Bataan, Philippines, serving as a key route for transportation and commerce through the province.
E313773 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 Superhighway | Statement: [Balanga, roadConnection, Roman Superhighway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman Superhighway
Context triple: [Balanga, roadConnection, Roman Superhighway]
  • A. Appian Way
    The Appian Way is one of ancient Rome’s earliest and most strategically important roads, historically linking the city to southern Italy and famed as the “Queen of Roads.”
  • B. Grande Raccordo Anulare (Rome ring road)
    Grande Raccordo Anulare is a major orbital motorway encircling Rome, serving as the city’s primary ring road and a key hub in its road transport network.
  • C. Via Aemilia
    Via Aemilia was a major Roman consular road in northern Italy that connected key cities such as Ariminum (Rimini) and Placentia (Piacenza), fostering trade and military movement across the region.
  • D. Via Aemilia Scauri
    Via Aemilia Scauri was an important ancient Roman road that extended and complemented the coastal route of the Via Aurelia in Italy.
  • E. Via Latina
    Via Latina was an important ancient Roman road that linked Rome with southern Italy, running through Latium and serving as a key military and commercial route.
  • 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 Superhighway
Triple: [Balanga, roadConnection, Roman Superhighway]
Generated description
Roman Superhighway is a major arterial road in Bataan, Philippines, serving as a key route for transportation and commerce through the province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman Superhighway
Target entity description: Roman Superhighway is a major arterial road in Bataan, Philippines, serving as a key route for transportation and commerce through the province.
  • A. Appian Way
    The Appian Way is one of ancient Rome’s earliest and most strategically important roads, historically linking the city to southern Italy and famed as the “Queen of Roads.”
  • B. Grande Raccordo Anulare (Rome ring road)
    Grande Raccordo Anulare is a major orbital motorway encircling Rome, serving as the city’s primary ring road and a key hub in its road transport network.
  • C. Via Aemilia
    Via Aemilia was a major Roman consular road in northern Italy that connected key cities such as Ariminum (Rimini) and Placentia (Piacenza), fostering trade and military movement across the region.
  • D. Via Aemilia Scauri
    Via Aemilia Scauri was an important ancient Roman road that extended and complemented the coastal route of the Via Aurelia in Italy.
  • E. Via Latina
    Via Latina was an important ancient Roman road that linked Rome with southern Italy, running through Latium and serving as a key military and commercial route.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fbb7d4819081c241f3ff9165e5 completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc7edc808190863ec8f99efa3875 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd7d1cc88190a4f533a92d7e6de3 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fde74b608190b59da720c90adfeb completed March 11, 2026, 5:30 a.m.
Created at: March 8, 2026, 2:57 p.m.