Triple

T13139912
Position Surface form Disambiguated ID Type / Status
Subject Shijiazhuang Zhengding International Airport E312184 entity
Predicate operator P179 FINISHED
Object Hebei Airport Management Group
Hebei Airport Management Group is a regional state-owned enterprise responsible for operating and managing major civil airports in China’s Hebei Province.
 E1024774 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: Hebei Airport Management Group | Statement: [Shijiazhuang Zhengding International Airport, operator, Hebei Airport Management Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hebei Airport Management Group
Context triple: [Shijiazhuang Zhengding International Airport, operator, Hebei Airport Management Group]
  • A. Hubei Airports Group
    Hubei Airports Group is a state-owned enterprise that manages and operates major civil airports across China’s Hubei Province.
  • B. Hebei Airlines
    Hebei Airlines is a Chinese regional airline based in Hebei Province that operates domestic passenger services as part of the China Southern Airlines group.
  • C. Beijing Capital International Airport Company Limited
    Beijing Capital International Airport Company Limited is the state-controlled company responsible for managing and operating Beijing’s main international airport and related aviation services.
  • D. Beijing Daxing International Airport Corporation
    Beijing Daxing International Airport Corporation is the company responsible for managing and operating Beijing’s Daxing International Airport, one of China’s major aviation hubs.
  • E. Tianjin Binhai International Airport Authority
    Tianjin Binhai International Airport Authority is the governmental body responsible for managing, operating, and overseeing the development of Tianjin Binhai International Airport in Tianjin, 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: Hebei Airport Management Group
Triple: [Shijiazhuang Zhengding International Airport, operator, Hebei Airport Management Group]
Generated description
Hebei Airport Management Group is a regional state-owned enterprise responsible for operating and managing major civil airports in China’s Hebei Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hebei Airport Management Group
Target entity description: Hebei Airport Management Group is a regional state-owned enterprise responsible for operating and managing major civil airports in China’s Hebei Province.
  • A. Hubei Airports Group
    Hubei Airports Group is a state-owned enterprise that manages and operates major civil airports across China’s Hubei Province.
  • B. Hebei Airlines
    Hebei Airlines is a Chinese regional airline based in Hebei Province that operates domestic passenger services as part of the China Southern Airlines group.
  • C. Beijing Capital International Airport Company Limited
    Beijing Capital International Airport Company Limited is the state-controlled company responsible for managing and operating Beijing’s main international airport and related aviation services.
  • D. Beijing Daxing International Airport Corporation
    Beijing Daxing International Airport Corporation is the company responsible for managing and operating Beijing’s Daxing International Airport, one of China’s major aviation hubs.
  • E. Tianjin Binhai International Airport Authority
    Tianjin Binhai International Airport Authority is the governmental body responsible for managing, operating, and overseeing the development of Tianjin Binhai International Airport in Tianjin, 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981b6a4348190b9922ed255759078 completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae2c3848190b062fa8da7dc8a92 completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6f01e9c488190ad52280903c074da completed May 3, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69f6f0e5f94c81908f4707913dc5dc92 completed May 3, 2026, 6:53 a.m.
Created at: April 9, 2026, 9:09 p.m.