Triple

T17584186
Position Surface form Disambiguated ID Type / Status
Subject Dera Ghazi Khan Airport E428276 entity
Predicate IATACode P418 FINISHED
Object DEA
DEA is the IATA airport code for Dera Ghazi Khan Airport, a regional airport serving the city of Dera Ghazi Khan in Pakistan.
 E1276470 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: DEA | Statement: [Dera Ghazi Khan Airport, IATACode, DEA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DEA
Context triple: [Dera Ghazi Khan Airport, IATACode, DEA]
  • A. DEA
    DEA is an abbreviation commonly used for the Department of Economic Affairs, a government body responsible for formulating and implementing economic policy.
  • B. DEA
    DEA is an early U.S. government–standardized symmetric-key block cipher algorithm that was widely used for data encryption before being superseded by more secure standards.
  • C. DEA Intelligence Division
    The DEA Intelligence Division is the branch of the U.S. Drug Enforcement Administration responsible for collecting, analyzing, and disseminating drug-related intelligence to support law enforcement operations and policy decisions.
  • D. DEA ASAC
    DEA ASAC is a mid-level leadership position within the U.S. Drug Enforcement Administration, responsible for assisting in the management and oversight of a field division’s operations and personnel.
  • E. DEA Office of Diversion Control
    The DEA Office of Diversion Control is the division of the U.S. Drug Enforcement Administration responsible for preventing, investigating, and regulating the diversion of legal controlled substances into illegal channels.
  • 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: DEA
Triple: [Dera Ghazi Khan Airport, IATACode, DEA]
Generated description
DEA is the IATA airport code for Dera Ghazi Khan Airport, a regional airport serving the city of Dera Ghazi Khan in Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DEA
Target entity description: DEA is the IATA airport code for Dera Ghazi Khan Airport, a regional airport serving the city of Dera Ghazi Khan in Pakistan.
  • A. DEA
    DEA is an abbreviation commonly used for the Department of Economic Affairs, a government body responsible for formulating and implementing economic policy.
  • B. DEA
    DEA is an early U.S. government–standardized symmetric-key block cipher algorithm that was widely used for data encryption before being superseded by more secure standards.
  • C. DEA Intelligence Division
    The DEA Intelligence Division is the branch of the U.S. Drug Enforcement Administration responsible for collecting, analyzing, and disseminating drug-related intelligence to support law enforcement operations and policy decisions.
  • D. DEA ASAC
    DEA ASAC is a mid-level leadership position within the U.S. Drug Enforcement Administration, responsible for assisting in the management and oversight of a field division’s operations and personnel.
  • E. DEA Office of Diversion Control
    The DEA Office of Diversion Control is the division of the U.S. Drug Enforcement Administration responsible for preventing, investigating, and regulating the diversion of legal controlled substances into illegal channels.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463d015fc8190b2dd897026d6fcb5 completed April 19, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01ddf17144819089c5795fc5f0b1e7 completed May 11, 2026, 1:47 p.m.
NEDg Description generation batch_6a01df69ccfc81909de6d300e1d72ad1 completed May 11, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_6a01e05515d88190b343ebc1aad4a351 completed May 11, 2026, 1:57 p.m.
Created at: April 10, 2026, 5:50 a.m.