Triple

T15591027
Position Surface form Disambiguated ID Type / Status
Subject Liaoning coastal economic belt E374741 entity
Predicate hasPort P35 FINISHED
Object Panjin Port
Panjin Port is a coastal seaport in Panjin, Liaoning Province, China, serving as a regional hub for maritime trade and logistics in the Bohai Sea area.
E1172913 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: Panjin Port | Statement: [Liaoning coastal economic belt, hasPort, Panjin Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Panjin Port
Context triple: [Liaoning coastal economic belt, hasPort, Panjin Port]
  • A. Yingkou Port
    Yingkou Port is a major seaport in northeastern China that serves as a key maritime gateway for Liaoning Province and the broader Northeast Asia region.
  • B. Donggang Port
    Donggang Port is a major fishing and transportation harbor in southern Taiwan known for its seafood markets and access to nearby offshore islands.
  • C. Tangshan Port
    Tangshan Port is a major Chinese seaport on the coast of Hebei Province, serving as an important hub for bulk cargo and international trade in the Bohai Sea region.
  • D. Port of Dalian
    The Port of Dalian is a major deep-water seaport in northeastern China that serves as a key gateway for international trade and shipping in the Bohai Sea region.
  • E. Tieshangang Port
    Tieshangang Port is a coastal seaport in southern China that serves as a key maritime gateway for industrial and commercial shipping in the Tieshangang District.
  • 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: Panjin Port
Triple: [Liaoning coastal economic belt, hasPort, Panjin Port]
Generated description
Panjin Port is a coastal seaport in Panjin, Liaoning Province, China, serving as a regional hub for maritime trade and logistics in the Bohai Sea area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Panjin Port
Target entity description: Panjin Port is a coastal seaport in Panjin, Liaoning Province, China, serving as a regional hub for maritime trade and logistics in the Bohai Sea area.
  • A. Yingkou Port
    Yingkou Port is a major seaport in northeastern China that serves as a key maritime gateway for Liaoning Province and the broader Northeast Asia region.
  • B. Donggang Port
    Donggang Port is a major fishing and transportation harbor in southern Taiwan known for its seafood markets and access to nearby offshore islands.
  • C. Tangshan Port
    Tangshan Port is a major Chinese seaport on the coast of Hebei Province, serving as an important hub for bulk cargo and international trade in the Bohai Sea region.
  • D. Port of Dalian
    The Port of Dalian is a major deep-water seaport in northeastern China that serves as a key gateway for international trade and shipping in the Bohai Sea region.
  • E. Tieshangang Port
    Tieshangang Port is a coastal seaport in southern China that serves as a key maritime gateway for industrial and commercial shipping in the Tieshangang District.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e4b903c8190a35f9267cb38e721 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7563674c81908b035a7672b2827d completed May 9, 2026, 5:56 p.m.
NEDg Description generation batch_69ff762c0c548190a80392e1e83f68cc completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76fbcd188190b431bf277304aeea completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:11 a.m.