Triple

T15770739
Position Surface form Disambiguated ID Type / Status
Subject Gorontalo City E382350 entity
Predicate hasPort P35 FINISHED
Object Port of Gorontalo
The Port of Gorontalo is a key maritime gateway in northern Sulawesi, Indonesia, serving as a hub for regional passenger and cargo transport.
E1175268 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: Port of Gorontalo | Statement: [Gorontalo City, hasPort, Port of Gorontalo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Gorontalo
Context triple: [Gorontalo City, hasPort, Port of Gorontalo]
  • A. Port of Manado
    The Port of Manado is a key maritime gateway in North Sulawesi, Indonesia, serving regional passenger, cargo, and tourism traffic, including access to nearby islands and dive destinations.
  • B. Port of Kendari
    The Port of Kendari is a key maritime hub in Southeast Sulawesi, Indonesia, serving as a gateway for regional passenger and cargo transport.
  • C. Port of Bengkulu
    The Port of Bengkulu is a key Indonesian seaport on the west coast of Sumatra that handles regional trade and supports the economic activities of the city and province of Bengkulu.
  • D. Port of Bitung
    The Port of Bitung is a major seaport and maritime gateway in eastern Indonesia, serving as a key hub for regional trade, fisheries, and shipping routes in North Sulawesi and beyond.
  • E. Port of Ambon
    The Port of Ambon is a key maritime hub in eastern Indonesia, serving as a major gateway for regional trade, passenger transport, and fisheries around Ambon Island and the Maluku archipelago.
  • 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: Port of Gorontalo
Triple: [Gorontalo City, hasPort, Port of Gorontalo]
Generated description
The Port of Gorontalo is a key maritime gateway in northern Sulawesi, Indonesia, serving as a hub for regional passenger and cargo transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Gorontalo
Target entity description: The Port of Gorontalo is a key maritime gateway in northern Sulawesi, Indonesia, serving as a hub for regional passenger and cargo transport.
  • A. Port of Manado
    The Port of Manado is a key maritime gateway in North Sulawesi, Indonesia, serving regional passenger, cargo, and tourism traffic, including access to nearby islands and dive destinations.
  • B. Port of Kendari
    The Port of Kendari is a key maritime hub in Southeast Sulawesi, Indonesia, serving as a gateway for regional passenger and cargo transport.
  • C. Port of Bengkulu
    The Port of Bengkulu is a key Indonesian seaport on the west coast of Sumatra that handles regional trade and supports the economic activities of the city and province of Bengkulu.
  • D. Port of Bitung
    The Port of Bitung is a major seaport and maritime gateway in eastern Indonesia, serving as a key hub for regional trade, fisheries, and shipping routes in North Sulawesi and beyond.
  • E. Port of Ambon
    The Port of Ambon is a key maritime hub in eastern Indonesia, serving as a major gateway for regional trade, passenger transport, and fisheries around Ambon Island and the Maluku archipelago.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e051962fe08190a6201dd48196a9ee completed April 16, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff877c5ae88190aeb500bb5f0d73f7 completed May 9, 2026, 7:14 p.m.
NEDg Description generation batch_69ff885d33708190adb157afa7dc2e07 completed May 9, 2026, 7:17 p.m.
NED2 Entity disambiguation (via description) batch_69ff8948cc68819085c3953226236394 completed May 9, 2026, 7:21 p.m.
Created at: April 10, 2026, 4:47 a.m.