Triple

T18202158
Position Surface form Disambiguated ID Type / Status
Subject Philippine Nautical Highway System E435815 entity
Predicate hasRoute P4374 FINISHED
Object Eastern Nautical Highway
The Eastern Nautical Highway is a major inter-island transport corridor in the Philippines that links eastern Visayas and Mindanao via an integrated network of roads and roll-on/roll-off ferry routes.
 E1313751 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: Eastern Nautical Highway | Statement: [Philippine Nautical Highway System, hasRoute, Eastern Nautical Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eastern Nautical Highway
Context triple: [Philippine Nautical Highway System, hasRoute, Eastern Nautical Highway]
  • A. Central Nautical Highway
    The Central Nautical Highway is a major inter-island transport corridor in the Philippines that links key Visayas and Mindanao islands via an integrated network of roads and roll-on/roll-off ferry routes.
  • B. East Coast Road
    East Coast Road is a scenic coastal highway in Tamil Nadu, India, connecting Chennai with several historic and tourist destinations along the Bay of Bengal.
  • C. Coastal Highway
    Coastal Highway is a major roadway in Belize that provides an important transportation link between the country’s interior and its Caribbean coast.
  • D. Coastal Highway
    Coastal Highway is a major north–south thoroughfare in Ocean City, Maryland, serving as the town’s primary commercial strip and access route along the Atlantic shoreline.
  • E. North West Coastal Highway
    North West Coastal Highway is a major road in Western Australia that runs along the state’s northwest coast, connecting regional centers such as Geraldton with remote coastal communities and mining areas.
  • 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: Eastern Nautical Highway
Triple: [Philippine Nautical Highway System, hasRoute, Eastern Nautical Highway]
Generated description
The Eastern Nautical Highway is a major inter-island transport corridor in the Philippines that links eastern Visayas and Mindanao via an integrated network of roads and roll-on/roll-off ferry routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eastern Nautical Highway
Target entity description: The Eastern Nautical Highway is a major inter-island transport corridor in the Philippines that links eastern Visayas and Mindanao via an integrated network of roads and roll-on/roll-off ferry routes.
  • A. Central Nautical Highway
    The Central Nautical Highway is a major inter-island transport corridor in the Philippines that links key Visayas and Mindanao islands via an integrated network of roads and roll-on/roll-off ferry routes.
  • B. East Coast Road
    East Coast Road is a scenic coastal highway in Tamil Nadu, India, connecting Chennai with several historic and tourist destinations along the Bay of Bengal.
  • C. Coastal Highway
    Coastal Highway is a major roadway in Belize that provides an important transportation link between the country’s interior and its Caribbean coast.
  • D. Coastal Highway
    Coastal Highway is a major north–south thoroughfare in Ocean City, Maryland, serving as the town’s primary commercial strip and access route along the Atlantic shoreline.
  • E. North West Coastal Highway
    North West Coastal Highway is a major road in Western Australia that runs along the state’s northwest coast, connecting regional centers such as Geraldton with remote coastal communities and mining areas.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e220dca48190b54dabbd3c7c99b7 completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac5f644881908ba6087343a0a22e completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad0f18cc819093701d38846c595b completed May 12, 2026, 10:43 p.m.
NED2 Entity disambiguation (via description) batch_6a03ada3d1708190a6c08197a1141cf1 completed May 12, 2026, 10:45 p.m.
Created at: April 10, 2026, 10:32 a.m.