Triple

T5814149
Position Surface form Disambiguated ID Type / Status
Subject Cotabato City E128941 entity
Predicate hasPort P35 FINISHED
Object Cotabato City Port
Cotabato City Port is a key seaport and transport hub in Cotabato City, Philippines, facilitating regional passenger and cargo movement.
E549085 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: Cotabato City Port | Statement: [Cotabato City, hasPort, Cotabato City Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cotabato City Port
Context triple: [Cotabato City, hasPort, Cotabato City Port]
  • A. Tagbilaran City Port
    Tagbilaran City Port is the main seaport and gateway for passenger and cargo traffic to and from Tagbilaran City and the island province of Bohol in the Philippines.
  • B. Port of Cagayan de Oro
    The Port of Cagayan de Oro is a major seaport in Northern Mindanao, Philippines, serving as a key hub for regional trade, passenger traffic, and cargo shipping.
  • C. Port of Zamboanga
    The Port of Zamboanga is a major seaport and maritime gateway in the southern Philippines, serving as a key hub for passenger and cargo traffic across the Zamboanga Peninsula and nearby island provinces.
  • D. Port of Davao
    The Port of Davao is one of the Philippines’ busiest and most important seaports, serving as a key gateway for trade and commerce in the southern island of Mindanao.
  • E. Port of Dumangas
    The Port of Dumangas is a key roll-on/roll-off and cargo seaport in Iloilo Province that serves as an important maritime gateway connecting Panay Island with other parts of the Philippines.
  • 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: Cotabato City Port
Triple: [Cotabato City, hasPort, Cotabato City Port]
Generated description
Cotabato City Port is a key seaport and transport hub in Cotabato City, Philippines, facilitating regional passenger and cargo movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cotabato City Port
Target entity description: Cotabato City Port is a key seaport and transport hub in Cotabato City, Philippines, facilitating regional passenger and cargo movement.
  • A. Tagbilaran City Port
    Tagbilaran City Port is the main seaport and gateway for passenger and cargo traffic to and from Tagbilaran City and the island province of Bohol in the Philippines.
  • B. Port of Cagayan de Oro
    The Port of Cagayan de Oro is a major seaport in Northern Mindanao, Philippines, serving as a key hub for regional trade, passenger traffic, and cargo shipping.
  • C. Port of Zamboanga
    The Port of Zamboanga is a major seaport and maritime gateway in the southern Philippines, serving as a key hub for passenger and cargo traffic across the Zamboanga Peninsula and nearby island provinces.
  • D. Port of Davao
    The Port of Davao is one of the Philippines’ busiest and most important seaports, serving as a key gateway for trade and commerce in the southern island of Mindanao.
  • E. Port of Dumangas
    The Port of Dumangas is a key roll-on/roll-off and cargo seaport in Iloilo Province that serves as an important maritime gateway connecting Panay Island with other parts of the Philippines.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03361c79081908baf872821e79983 completed March 22, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0984c5f14819096dfabce4a83e332 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09990da18819099fdc8f25f2ddef2 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:52 p.m.