Triple

T4519078
Position Surface form Disambiguated ID Type / Status
Subject Shandong Peninsula E103220 entity
Predicate hasPort P35 FINISHED
Object Port of Longkou
The Port of Longkou is a major Chinese seaport on the northern coast of the Shandong Peninsula, serving as an important hub for regional trade and maritime transport across the Bohai Sea.
E453687 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 Longkou | Statement: [Shandong Peninsula, hasPort, Port of Longkou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Longkou
Context triple: [Shandong Peninsula, hasPort, Port of Longkou]
  • A. Zhoushan Port
    Zhoushan Port is a major deep-water seaport in eastern China that serves as a key hub for maritime trade and shipping in the East China Sea.
  • B. Port of Dongying
    The Port of Dongying is a coastal commercial and industrial seaport in Dongying, Shandong Province, serving as a key outlet for the region’s petrochemical and bulk cargo trade.
  • C. Port of Wenzhou
    The Port of Wenzhou is a key coastal seaport in southeastern China that serves as an important hub for regional trade and maritime transport in Zhejiang Province.
  • D. Beihai Port
    Beihai Port is a major seaport on the southern coast of China that serves as an important maritime gateway for trade in the Beibu Gulf region.
  • E. Yantai Port
    Yantai Port is a major seaport city and shipping hub on the Bohai Sea coast in northeastern Shandong Province, China.
  • 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 Longkou
Triple: [Shandong Peninsula, hasPort, Port of Longkou]
Generated description
The Port of Longkou is a major Chinese seaport on the northern coast of the Shandong Peninsula, serving as an important hub for regional trade and maritime transport across the Bohai Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Longkou
Target entity description: The Port of Longkou is a major Chinese seaport on the northern coast of the Shandong Peninsula, serving as an important hub for regional trade and maritime transport across the Bohai Sea.
  • A. Zhoushan Port
    Zhoushan Port is a major deep-water seaport in eastern China that serves as a key hub for maritime trade and shipping in the East China Sea.
  • B. Port of Dongying
    The Port of Dongying is a coastal commercial and industrial seaport in Dongying, Shandong Province, serving as a key outlet for the region’s petrochemical and bulk cargo trade.
  • C. Port of Wenzhou
    The Port of Wenzhou is a key coastal seaport in southeastern China that serves as an important hub for regional trade and maritime transport in Zhejiang Province.
  • D. Beihai Port
    Beihai Port is a major seaport on the southern coast of China that serves as an important maritime gateway for trade in the Beibu Gulf region.
  • E. Yantai Port
    Yantai Port is a major seaport city and shipping hub on the Bohai Sea coast in northeastern Shandong Province, China.
  • 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_69bd43dba59881908cf59b31df8c7ae1 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd57465a10819086866e29f7a6eb02 completed March 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd37f7ed48190ae0a82597aafc66e completed March 20, 2026, 11:08 p.m.
NEDg Description generation batch_69bdd72f680c8190a154a1b9852f4087 completed March 20, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69bdd79567fc8190a317d91b9f797ac4 completed March 20, 2026, 11:26 p.m.
Created at: March 20, 2026, 1:02 p.m.