Triple

T12099789
Position Surface form Disambiguated ID Type / Status
Subject Yaba E288160 entity
Predicate hasTechCompanyPresence P17483 FINISHED
Object Andela
Andela is a global talent marketplace that connects companies with vetted software developers, particularly from Africa and other emerging markets.
E963380 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: Andela | Statement: [Yaba, hasTechCompanyPresence, Andela]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andela
Context triple: [Yaba, hasTechCompanyPresence, Andela]
  • A. Colta
    Colta is a rural canton in Ecuador’s central highlands known for its indigenous communities, colonial history, and scenic Andean landscapes.
  • B. Etiwanda
    Etiwanda is a historic former community in Southern California, now part of the city of Rancho Cucamonga, known for its early role in citrus agriculture and irrigation development.
  • C. Tala
    Tala is a city in Egypt’s Monufia Governorate, located in the Nile Delta and serving as a local administrative and commercial center.
  • D. Tala
    Tala is a fictional character portrayed by actress Nazanin Boniadi, best known from the science fiction television series "The Expanse."
  • E. Tala
    Tala is the original Inupiaq name for the community now known as Teller, a small village in western Alaska.
  • 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: Andela
Triple: [Yaba, hasTechCompanyPresence, Andela]
Generated description
Andela is a global talent marketplace that connects companies with vetted software developers, particularly from Africa and other emerging markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andela
Target entity description: Andela is a global talent marketplace that connects companies with vetted software developers, particularly from Africa and other emerging markets.
  • A. Colta
    Colta is a rural canton in Ecuador’s central highlands known for its indigenous communities, colonial history, and scenic Andean landscapes.
  • B. Etiwanda
    Etiwanda is a historic former community in Southern California, now part of the city of Rancho Cucamonga, known for its early role in citrus agriculture and irrigation development.
  • C. Tala
    Tala is a city in Egypt’s Monufia Governorate, located in the Nile Delta and serving as a local administrative and commercial center.
  • D. Tala
    Tala is a landmark 1938 poetry collection by Chilean Nobel laureate Gabriela Mistral, noted for its innovative structure and exploration of themes such as motherhood, loss, and Latin American identity.
  • E. Tala
    Tala is a fictional character portrayed by actress Nazanin Boniadi, best known from the science fiction television series "The Expanse."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTechCompanyPresence
Context triple: [Yaba, hasTechCompanyPresence, Andela]
  • A. hasTechCompany
    Indicates that one entity is a technology company owned by, associated with, or otherwise related to another entity.
  • B. hasCorporatePresence chosen
    Indicates that an organization maintains an official operational or business presence (such as offices, facilities, or legal registration) in a particular location or context.
  • C. hasCompanyFoundedThere
    Indicates that a company was founded at or in the specified location.
  • D. hasBrandPresence
    Indicates that an entity maintains an official or recognizable representation (such as branding, marketing, or products) within a particular context, location, or platform.
  • E. hasInnovationHub
    Indicates that an entity hosts, contains, or is associated with a dedicated center or facility focused on innovation activities.
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9178ad99c8190a54777b9bbe998bc completed April 10, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6724de481909fe29e3278136ea2 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fe53d47c8190896a9abf8cc4bc31 completed May 2, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc2cfd08190b87eccd3a73afc77 completed May 2, 2026, 1:44 p.m.
PD Predicate disambiguation batch_69d915000454819089fee00022055599 completed April 10, 2026, 3:19 p.m.
Created at: April 8, 2026, 9:48 p.m.