Triple

T10202609
Position Surface form Disambiguated ID Type / Status
Subject Quad Cities International Airport E238918 entity
Predicate ICAOcode P419 FINISHED
Object KMLI
KMLI is the ICAO airport code for Quad Cities International Airport, a commercial airport serving the Quad Cities region of Illinois and Iowa in the United States.
 E847572 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: KMLI | Statement: [Quad Cities International Airport, ICAOcode, KMLI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KMLI
Context triple: [Quad Cities International Airport, ICAOcode, KMLI]
  • A. KMLU
    KMLU is the ICAO airport code for Monroe Regional Airport, a public airport serving Monroe, Louisiana, in the United States.
  • B. KILM
    KILM is the ICAO airport code for Wilmington International Airport, a public airport serving Wilmington, North Carolina.
  • C. KHI
    KHI is the IATA airport code for Jinnah International Airport serving Karachi, Pakistan.
  • D. KHI
    KHI is the commonly used abbreviation for Kawasaki Heavy Industries, a major Japanese multinational corporation known for manufacturing motorcycles, aerospace equipment, ships, and industrial machinery.
  • E. KMCI
    KMCI is the ICAO code for Kansas City International Airport, a major commercial airport serving the Kansas City metropolitan area in Missouri, USA.
  • 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: KMLI
Triple: [Quad Cities International Airport, ICAOcode, KMLI]
Generated description
KMLI is the ICAO airport code for Quad Cities International Airport, a commercial airport serving the Quad Cities region of Illinois and Iowa in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KMLI
Target entity description: KMLI is the ICAO airport code for Quad Cities International Airport, a commercial airport serving the Quad Cities region of Illinois and Iowa in the United States.
  • A. KMLU
    KMLU is the ICAO airport code for Monroe Regional Airport, a public airport serving Monroe, Louisiana, in the United States.
  • B. KILM
    KILM is the ICAO airport code for Wilmington International Airport, a public airport serving Wilmington, North Carolina.
  • C. KHI
    KHI is the commonly used abbreviation for Kawasaki Heavy Industries, a major Japanese multinational corporation known for manufacturing motorcycles, aerospace equipment, ships, and industrial machinery.
  • D. KHI
    KHI is the IATA airport code for Jinnah International Airport serving Karachi, Pakistan.
  • E. KMCI
    KMCI is the ICAO code for Kansas City International Airport, a major commercial airport serving the Kansas City metropolitan area in Missouri, USA.
  • 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_69ca84e1ea088190b38162e43d4cfa8f completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdee4239c08190b40f5cc19c3db3c7 completed April 2, 2026, 4:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317fcdf18819092d0f3f216edffdc completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d3191e8e088190a8d6a337443da536 completed April 6, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69d31d4218d08190947ed2bbc7021dd9 completed April 6, 2026, 2:41 a.m.
Created at: March 30, 2026, 9:14 p.m.