Triple

T23449264
Position Surface form Disambiguated ID Type / Status
Subject Brong-Ahafo Region E567728 entity
Predicate containsTown P847 FINISHED
Object Goaso
Goaso is a town in Ghana that serves as a local commercial and administrative center within the former Brong-Ahafo area.
E1586294 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: Goaso | Statement: [Brong-Ahafo Region, containsTown, Goaso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Goaso
Context triple: [Brong-Ahafo Region, containsTown, Goaso]
  • A. Goé
    Goé is a village that forms one of the municipal sections of the town of Limbourg in the province of Liège, Belgium.
  • B. Goemay
    Goemay is a West Chadic language spoken primarily by the Goemai people in Plateau State, central Nigeria.
  • C. Goëlo
    Goëlo is a historic coastal region in northern Brittany, France, that served as a key territorial stronghold for various Breton noble houses.
  • D. Gogango
    Gogango is a small rural locality in Central Queensland, Australia, situated west of Rockhampton and known for cattle grazing and its position along the Capricorn Highway and Fitzroy River.
  • E. Gamasa
    Gamasa is a coastal city in Egypt’s Dakahlia Governorate, known for its Mediterranean shoreline and role as a regional urban center.
  • 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: Goaso
Triple: [Brong-Ahafo Region, containsTown, Goaso]
Generated description
Goaso is a town in Ghana that serves as a local commercial and administrative center within the former Brong-Ahafo area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Goaso
Target entity description: Goaso is a town in Ghana that serves as a local commercial and administrative center within the former Brong-Ahafo area.
  • A. Goé
    Goé is a village that forms one of the municipal sections of the town of Limbourg in the province of Liège, Belgium.
  • B. Goemay
    Goemay is a West Chadic language spoken primarily by the Goemai people in Plateau State, central Nigeria.
  • C. Goëlo
    Goëlo is a historic coastal region in northern Brittany, France, that served as a key territorial stronghold for various Breton noble houses.
  • D. Gogango
    Gogango is a small rural locality in Central Queensland, Australia, situated west of Rockhampton and known for cattle grazing and its position along the Capricorn Highway and Fitzroy River.
  • E. Gamasa
    Gamasa is a coastal city in Egypt’s Dakahlia Governorate, known for its Mediterranean shoreline and role as a regional urban center.
  • 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_69e2458b4c888190b1d7998f9862a558 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a64c1ee081908ba3adf5ce80d6a5 completed April 29, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67bb72588190b6ba67c57b912f30 completed May 19, 2026, 1:38 p.m.
NEDg Description generation batch_6a0c7218a358819082d8b19b57b61013 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76e904b08190a5329a3ed56291dc completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:52 p.m.