Triple

T21700441
Position Surface form Disambiguated ID Type / Status
Subject Port of Zamboanga E535640 entity
Predicate connectsToSeaRoute P62174 FINISHED
Object Zamboanga–Sandakan route
The Zamboanga–Sandakan route is an international sea corridor linking Zamboanga City in the southern Philippines with Sandakan in Sabah, Malaysia, facilitating regional trade and passenger travel across the Sulu Sea.
E1498237 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–Sandakan route | Statement: [Port of Zamboanga, connectsToSeaRoute, Zamboanga–Sandakan route]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zamboanga–Sandakan route
Context triple: [Port of Zamboanga, connectsToSeaRoute, Zamboanga–Sandakan route]
  • A. 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.
  • B. 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.
  • C. Lahad Datu–Sandakan road
    The Lahad Datu–Sandakan road is a major highway in Sabah, Malaysia, linking the coastal towns of Lahad Datu and Sandakan and serving as an important route for regional travel and commerce.
  • D. 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.
  • E. 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.
  • 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–Sandakan route
Triple: [Port of Zamboanga, connectsToSeaRoute, Zamboanga–Sandakan route]
Generated description
The Zamboanga–Sandakan route is an international sea corridor linking Zamboanga City in the southern Philippines with Sandakan in Sabah, Malaysia, facilitating regional trade and passenger travel across the Sulu Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zamboanga–Sandakan route
Target entity description: The Zamboanga–Sandakan route is an international sea corridor linking Zamboanga City in the southern Philippines with Sandakan in Sabah, Malaysia, facilitating regional trade and passenger travel across the Sulu Sea.
  • A. 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.
  • B. 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.
  • C. Lahad Datu–Sandakan road
    The Lahad Datu–Sandakan road is a major highway in Sabah, Malaysia, linking the coastal towns of Lahad Datu and Sandakan and serving as an important route for regional travel and commerce.
  • D. 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.
  • E. 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.
  • 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_6a0a24a6c5c88190912f4792a2ec7504 completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a25e3f88c8190b9e45419c281f781 completed May 17, 2026, 8:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0a26ad254081908be75936046e23ca completed May 17, 2026, 8:35 p.m.
Created at: April 16, 2026, 6:45 p.m.