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.