Triple

T13622785
Position Surface form Disambiguated ID Type / Status
Subject North Luwu Regency E325497 entity
Predicate capital P234 FINISHED
Object Masamba
Masamba is a town in South Sulawesi, Indonesia, known as an administrative and economic center in the North Luwu area.
 E1050296 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Masamba | Statement: [North Luwu Regency, capital, Masamba]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Masamba
Context triple: [North Luwu Regency, capital, Masamba]
  • A. Tchambuli
    Tchambuli refers to an indigenous group from Papua New Guinea whose gender roles and social organization were famously analyzed by anthropologist Margaret Mead as contrasting sharply with Western norms.
  • B. Tsévié
    Tsévié is a town in southern Togo that serves as an important regional center for trade and agriculture.
  • C. Iramba
    Iramba is a Bantu language spoken primarily in north-central Tanzania by the Iramba people.
  • D. Gambiri
    Gambiri is an alternative name for the Tregami language spoken by the Tregami people in eastern Afghanistan.
  • E. Isampou
    Isampou is a community located within Ekeremor Local Government Area in Bayelsa State, southern Nigeria.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Masamba
Target entity description: Masamba is a town in South Sulawesi, Indonesia, known as an administrative and economic center in the North Luwu area.
  • A. Tchambuli
    Tchambuli refers to an indigenous group from Papua New Guinea whose gender roles and social organization were famously analyzed by anthropologist Margaret Mead as contrasting sharply with Western norms.
  • B. Tsévié
    Tsévié is a town in southern Togo that serves as an important regional center for trade and agriculture.
  • C. Iramba
    Iramba is a Bantu language spoken primarily in north-central Tanzania by the Iramba people.
  • D. Gambiri
    Gambiri is an alternative name for the Tregami language spoken by the Tregami people in eastern Afghanistan.
  • E. Isampou
    Isampou is a community located within Ekeremor Local Government Area in Bayelsa State, southern Nigeria.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Masamba
Triple: [North Luwu Regency, capital, Masamba]
Generated description
Masamba is a town in South Sulawesi, Indonesia, known as an administrative and economic center in the North Luwu area.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d8076aae28819092cf636190ee5529 elicitation completed
NER batch_69dbbe9b0b648190afee93121483f45f ner completed
NED1 batch_69f77fa291f48190a0ee7a228ea303bc ned_source_triple completed
NED2 batch_69f7812aa15081909793181722f9d442 ned_description completed
NEDg batch_69f780a8f3fc8190b3fce40e2de318af nedg completed
Created at: April 9, 2026, 9:50 p.m.