Triple

T12016547
Position Surface form Disambiguated ID Type / Status
Subject Shreveport Regional Airport E286039 entity
Predicate IATAcode P418 FINISHED
Object SHV
SHV is the three-letter IATA airport code for Shreveport Regional Airport in Shreveport, Louisiana.
E960741 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: SHV | Statement: [Shreveport Regional Airport, IATAcode, SHV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SHV
Context triple: [Shreveport Regional Airport, IATAcode, SHV]
  • A. SVH
    SVH is the FAA location identifier for Statesville Regional Airport, a public airport serving the Statesville area in North Carolina.
  • B. SVH
    SVH is the FAA location identifier for Stanly County Airport, a public-use airport serving Stanly County, North Carolina.
  • C. SHVO
    SHVO is a New York–based real estate investment and development firm known for acquiring and redeveloping high-profile luxury and landmark properties.
  • D. SHW
    SHW is the IATA airport code for Sharurah Domestic Airport in Sharurah, Saudi Arabia.
  • E. SHF
    SHF is the National Rail station code for Sheffield railway station, a major rail hub in South Yorkshire, England.
  • 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: SHV
Triple: [Shreveport Regional Airport, IATAcode, SHV]
Generated description
SHV is the three-letter IATA airport code for Shreveport Regional Airport in Shreveport, Louisiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SHV
Target entity description: SHV is the three-letter IATA airport code for Shreveport Regional Airport in Shreveport, Louisiana.
  • A. SVH
    SVH is the FAA location identifier for Statesville Regional Airport, a public airport serving the Statesville area in North Carolina.
  • B. SVH
    SVH is the FAA location identifier for Stanly County Airport, a public-use airport serving Stanly County, North Carolina.
  • C. SHVO
    SHVO is a New York–based real estate investment and development firm known for acquiring and redeveloping high-profile luxury and landmark properties.
  • D. SHW
    SHW is the IATA airport code for Sharurah Domestic Airport in Sharurah, Saudi Arabia.
  • E. SHF
    SHF is the National Rail station code for Sheffield railway station, a major rail hub in South Yorkshire, England.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d9b17881908894be80d7c1b64e completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b53cd08819084a9335449844f12 completed May 1, 2026, 11:15 a.m.
NEDg Description generation batch_69f48fc6da4c81908442f18cb4a65b27 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495cc50908190aab4f8ca64c66ef3 completed May 1, 2026, noon
Created at: April 8, 2026, 9:47 p.m.