Triple

T18911731
Position Surface form Disambiguated ID Type / Status
Subject Hargeisa E462624 entity
Predicate telecommunicationsHubFor P94182 FINISHED
Object Somaliland — NE NERFINISHED

How this triple was built (3 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: Somaliland | Statement: [Hargeisa, telecommunicationsHubFor, Somaliland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Somaliland
Context triple: [Hargeisa, telecommunicationsHubFor, Somaliland]
  • A. Somaliland chosen
    Somaliland is a self-declared, internationally unrecognized republic in the Horn of Africa that operates as a de facto independent state separate from Somalia.
  • B. Puntland
    Puntland is an autonomous region in northeastern Somalia known for its relative stability, semi-independent governance, and strategic location along the Horn of Africa.
  • C. Somalia
    Somalia is a country in the Horn of Africa known for its long coastline along the Indian Ocean, predominantly arid climate, and complex modern history marked by civil conflict and efforts at state reconstruction.
  • D. United Nations Trust Territory of Somaliland
    The United Nations Trust Territory of Somaliland was a former UN-administered trust territory in the Horn of Africa, governed by Italy under UN supervision after World War II until its independence and unification with British Somaliland to form the Somali Republic in 1960.
  • E. Somaglia
    Somaglia is a small municipality in the Lombardy region of northern Italy, situated within the Province of Lodi.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: telecommunicationsHubFor
Context triple: [Hargeisa, telecommunicationsHubFor, Somaliland]
  • A. telecommunicationSystem
    Indicates a relationship where communication between entities is carried out over a distance using electronic or digital transmission systems.
  • B. telecommunicationsProvider
    Indicates that one entity provides telecommunications services (such as phone, internet, or data connectivity) to another entity.
  • C. telecommunicationsType
    Indicates the specific category or mode of telecommunications service or technology associated with an entity.
  • D. isCentralHubOf chosen
    Indicates that one entity functions as the primary connecting or coordinating hub for activities, resources, or interactions among multiple other entities.
  • E. servesAsHubForFlagCarrierOf
    Indicates that a location or facility functions as a primary hub for the national flag carrier airline of a given country or region.
  • F. None of above.

Provenance (3 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_69d8dcfd05bc819088903cca13cc2846 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c6238e288190b30311b5d80beafb completed April 20, 2026, 6:22 a.m.
PD Predicate disambiguation batch_69e4a2e9e6488190ba8df92c8058ed88 completed April 19, 2026, 9:39 a.m.
Created at: April 10, 2026, 11:58 a.m.