Triple

T3643319
Position Surface form Disambiguated ID Type / Status
Subject Tripoli International Airport E77239 entity
Predicate ICAOcode P419 FINISHED
Object HLLT
HLLT is the ICAO airport code for Tripoli International Airport, the main international gateway serving Tripoli, Libya.
E376663 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: HLLT | Statement: [Tripoli International Airport, ICAOcode, HLLT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HLLT
Context triple: [Tripoli International Airport, ICAOcode, HLLT]
  • A. HLLS
    HLLS is the ICAO airport code for Sabha Airport, a public airport serving the city of Sabha in southwestern Libya.
  • B. HLLM
    HLLM is the ICAO airport code for Mitiga International Airport, a major airport serving Tripoli, Libya.
  • C. HLLB
    HLLB is the ICAO airport code for Benina International Airport, the main airport serving Benghazi in eastern Libya.
  • D. LLHA
    LLHA is the ICAO airport code assigned to Haifa Airport in Haifa, Israel.
  • E. HLC
    HLC is the commonly used abbreviation for the Harvard Longwood Campus, a major Harvard University hub for medical and public health education and research in Boston.
  • 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: HLLT
Triple: [Tripoli International Airport, ICAOcode, HLLT]
Generated description
HLLT is the ICAO airport code for Tripoli International Airport, the main international gateway serving Tripoli, Libya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HLLT
Target entity description: HLLT is the ICAO airport code for Tripoli International Airport, the main international gateway serving Tripoli, Libya.
  • A. HLLS
    HLLS is the ICAO airport code for Sabha Airport, a public airport serving the city of Sabha in southwestern Libya.
  • B. HLLM
    HLLM is the ICAO airport code for Mitiga International Airport, a major airport serving Tripoli, Libya.
  • C. HLLB
    HLLB is the ICAO airport code for Benina International Airport, the main airport serving Benghazi in eastern Libya.
  • D. LLHA
    LLHA is the ICAO airport code assigned to Haifa Airport in Haifa, Israel.
  • E. HLC
    HLC is the commonly used abbreviation for the Harvard Longwood Campus, a major Harvard University hub for medical and public health education and research in Boston.
  • 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_69ad85de1b988190a45f8dbfebc806fc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc35acf2c81908f60168e93b773b1 completed March 8, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b44f3207688190b8d93e2e833b15a0 completed March 13, 2026, 5:53 p.m.
NEDg Description generation batch_69b453cdaae0819099c31056b7830d26 completed March 13, 2026, 6:13 p.m.
NED2 Entity disambiguation (via description) batch_69b482dfdfc08190a20e58707368b573 completed March 13, 2026, 9:34 p.m.
Created at: March 8, 2026, 3:24 p.m.