Triple

T21700440
Position Surface form Disambiguated ID Type / Status
Subject Port of Zamboanga E535640 entity
Predicate connectsToSeaRoute P62174 FINISHED
Object Zamboanga–Tawi-Tawi route
The Zamboanga–Tawi-Tawi route is a major maritime corridor in the southern Philippines that links the city of Zamboanga to the island province of Tawi-Tawi for passenger and cargo transport.
E1496365 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: Zamboanga–Tawi-Tawi route | Statement: [Port of Zamboanga, connectsToSeaRoute, Zamboanga–Tawi-Tawi route]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zamboanga–Tawi-Tawi route
Context triple: [Port of Zamboanga, connectsToSeaRoute, Zamboanga–Tawi-Tawi route]
  • A. Cotabato–Davao Road
    Cotabato–Davao Road is a major highway in Mindanao, Philippines, that serves as a key transport corridor linking the provinces of Cotabato and Davao and facilitating regional trade and travel.
  • B. Cagayan de Oro–Iligan Road
    Cagayan de Oro–Iligan Road is a major highway in Northern Mindanao, Philippines, that serves as a primary transport corridor linking the cities of Cagayan de Oro and Iligan.
  • C. Surigao–Davao Coastal Road
    The Surigao–Davao Coastal Road is a major highway in Mindanao, Philippines, that runs along the eastern coast to connect Surigao del Sur and Davao Region provinces.
  • D. Iloilo–Capiz Road
    Iloilo–Capiz Road is a major highway in the Philippines that connects the provinces of Iloilo and Capiz on Panay Island, serving as a key route for regional travel and commerce.
  • E. Mindanao northern corridor
    Mindanao northern corridor is a key economic and transportation belt in northern Mindanao, Philippines, linking major urban centers, ports, and industrial zones across the region.
  • 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: Zamboanga–Tawi-Tawi route
Triple: [Port of Zamboanga, connectsToSeaRoute, Zamboanga–Tawi-Tawi route]
Generated description
The Zamboanga–Tawi-Tawi route is a major maritime corridor in the southern Philippines that links the city of Zamboanga to the island province of Tawi-Tawi for passenger and cargo transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zamboanga–Tawi-Tawi route
Target entity description: The Zamboanga–Tawi-Tawi route is a major maritime corridor in the southern Philippines that links the city of Zamboanga to the island province of Tawi-Tawi for passenger and cargo transport.
  • A. Cotabato–Davao Road
    Cotabato–Davao Road is a major highway in Mindanao, Philippines, that serves as a key transport corridor linking the provinces of Cotabato and Davao and facilitating regional trade and travel.
  • B. Cagayan de Oro–Iligan Road
    Cagayan de Oro–Iligan Road is a major highway in Northern Mindanao, Philippines, that serves as a primary transport corridor linking the cities of Cagayan de Oro and Iligan.
  • C. Surigao–Davao Coastal Road
    The Surigao–Davao Coastal Road is a major highway in Mindanao, Philippines, that runs along the eastern coast to connect Surigao del Sur and Davao Region provinces.
  • D. Iloilo–Capiz Road
    Iloilo–Capiz Road is a major highway in the Philippines that connects the provinces of Iloilo and Capiz on Panay Island, serving as a key route for regional travel and commerce.
  • E. Mindanao northern corridor
    Mindanao northern corridor is a key economic and transportation belt in northern Mindanao, Philippines, linking major urban centers, ports, and industrial zones across the region.
  • 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_69e0c46b44c0819088ab883ebd44e0e8 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef9b7edd3c8190bca83ef37598cbfb completed April 27, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a1e2937688190a8a989ada1101a07 completed May 17, 2026, 7:59 p.m.
NEDg Description generation batch_6a0a1ebd2bbc819083021cbc5873bfed completed May 17, 2026, 8:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0a1fa12dbc8190a263b12f75ef073b completed May 17, 2026, 8:05 p.m.
Created at: April 16, 2026, 6:45 p.m.