Triple

T13310925
Position Surface form Disambiguated ID Type / Status
Subject Hohhot Baita International Airport E317061 entity
Predicate ICAOcode P419 FINISHED
Object ZBHH
ZBHH is the ICAO airport code for Hohhot Baita International Airport, a major air transport hub serving Hohhot in Inner Mongolia, China.
 E1032840 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: ZBHH | Statement: [Hohhot Baita International Airport, ICAOcode, ZBHH]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ZBHH
Context triple: [Hohhot Baita International Airport, ICAOcode, ZBHH]
  • A. ZBH
    ZBH is the stock ticker symbol for Zimmer Biomet Holdings, Inc., a major medical device company specializing in musculoskeletal healthcare products.
  • B. ZGBH
    ZGBH is the ICAO airport code for Beihai Fucheng Airport, a commercial airport serving Beihai in Guangxi, China.
  • C. ZBSJ
    ZBSJ is the ICAO airport code for Shijiazhuang Zhengding International Airport, a major air transport hub serving Shijiazhuang in Hebei Province, China.
  • D. GZB
    GZB is the station code for Ghaziabad Junction, a major railway hub in the Indian state of Uttar Pradesh.
  • E. ZBA
    ZBA is the National Rail station code assigned to Bank Underground station in London.
  • 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: ZBHH
Triple: [Hohhot Baita International Airport, ICAOcode, ZBHH]
Generated description
ZBHH is the ICAO airport code for Hohhot Baita International Airport, a major air transport hub serving Hohhot in Inner Mongolia, China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ZBHH
Target entity description: ZBHH is the ICAO airport code for Hohhot Baita International Airport, a major air transport hub serving Hohhot in Inner Mongolia, China.
  • A. ZBH
    ZBH is the stock ticker symbol for Zimmer Biomet Holdings, Inc., a major medical device company specializing in musculoskeletal healthcare products.
  • B. ZGBH
    ZGBH is the ICAO airport code for Beihai Fucheng Airport, a commercial airport serving Beihai in Guangxi, China.
  • C. ZBSJ
    ZBSJ is the ICAO airport code for Shijiazhuang Zhengding International Airport, a major air transport hub serving Shijiazhuang in Hebei Province, China.
  • D. GZB
    GZB is the station code for Ghaziabad Junction, a major railway hub in the Indian state of Uttar Pradesh.
  • E. ZBA
    ZBA is the National Rail station code assigned to Bank Underground station in London.
  • 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_69d806b40ab4819094adf6c374f4811a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990f56abc8190951774a999e2ce11 completed April 11, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716e7b9a48190a33b04df8ad45ed8 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f717b868608190971c38f26b61cf28 completed May 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69f718705a44819084b97d35a10ee50d completed May 3, 2026, 9:42 a.m.
Created at: April 9, 2026, 9:29 p.m.