Triple

T368425
Position Surface form Disambiguated ID Type / Status
Subject Sabha E8213 entity
Predicate hasAirportICAO P419 FINISHED
Object HLLS
HLLS is the ICAO airport code for Sabha Airport, a public airport serving the city of Sabha in southwestern Libya.
E46557 NE FINISHED

How this triple was built (5 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: HLLS | Statement: [Sabha, hasAirportICAO, HLLS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HLLS
Context triple: [Sabha, hasAirportICAO, HLLS]
  • A. HILJ
    HILJ is a leading academic journal published by Harvard Law School that focuses on scholarship in public and private international law.
  • B. HES
    HES is the commonly used abbreviation for Historic Environment Scotland, the public body responsible for protecting and promoting Scotland’s historic environment.
  • C. G.O.L.H.
    G.O.L.H. is the abbreviation for the Grand Officier rank, one of the highest grades within France’s prestigious national order, the Légion d'honneur.
  • D. BOL
    BOL is the three-letter ISO 3166-1 alpha-3 country code assigned to Bolivia.
  • E. Halogen
    Halogen is a contemporary clothing and accessories brand known for offering stylish, versatile pieces often sold through retailers like Nordstrom.
  • 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: HLLS
Triple: [Sabha, hasAirportICAO, HLLS]
Generated description
HLLS is the ICAO airport code for Sabha Airport, a public airport serving the city of Sabha in southwestern Libya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HLLS
Target entity description: HLLS is the ICAO airport code for Sabha Airport, a public airport serving the city of Sabha in southwestern Libya.
  • A. HILJ
    HILJ is a leading academic journal published by Harvard Law School that focuses on scholarship in public and private international law.
  • B. HES
    HES is the commonly used abbreviation for Historic Environment Scotland, the public body responsible for protecting and promoting Scotland’s historic environment.
  • C. G.O.L.H.
    G.O.L.H. is the abbreviation for the Grand Officier rank, one of the highest grades within France’s prestigious national order, the Légion d'honneur.
  • D. BOL
    BOL is the three-letter ISO 3166-1 alpha-3 country code assigned to Bolivia.
  • E. Halogen
    Halogen is a contemporary clothing and accessories brand known for offering stylish, versatile pieces often sold through retailers like Nordstrom.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAirportICAO
Context triple: [Sabha, hasAirportICAO, HLLS]
  • A. ICAOcode chosen
    Indicates that an entity is identified by a specific four-letter airport or aerodrome code assigned by the International Civil Aviation Organization (ICAO).
  • B. hasInternationalAirport
    Indicates that a place possesses an airport that handles international flights and services cross-border air traffic.
  • C. hasAirportCodeCity
    Indicates that a city is associated with a specific airport code (such as an IATA or ICAO code) that identifies its airport.
  • D. airportLocatedIn
    Indicates that an airport is geographically situated within a specific administrative or territorial area.
  • E. hubAirport
    Indicates that an airport serves as a primary hub or central operating base for a particular airline or carrier.
  • F. None of above.

Provenance (6 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebeab13c8190b15c2f10310ec6a8 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3ecaaf780819081db5cfbe8af0894 completed March 1, 2026, 7:37 a.m.
NEDg Description generation batch_69a3ed33f1c88190b3db7d5626b80981 completed March 1, 2026, 7:39 a.m.
NED2 Entity disambiguation (via description) batch_69a3ed8557e48190893e58e37e2b85d3 completed March 1, 2026, 7:40 a.m.
PD Predicate disambiguation batch_69a2e95ede588190998fdf3a6ea90498 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.