Triple

T7346796
Position Surface form Disambiguated ID Type / Status
Subject Gojek E169399 entity
Predicate foundedBy P104 FINISHED
Object Nadiem Makarim
Nadiem Makarim is an Indonesian entrepreneur and former Minister of Education, Culture, Research, and Technology, best known as the co-founder and former CEO of the super-app company Gojek.
E659414 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: Nadiem Makarim | Statement: [Gojek, foundedBy, Nadiem Makarim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nadiem Makarim
Context triple: [Gojek, foundedBy, Nadiem Makarim]
  • A. Gibran Rakabuming Raka
    Gibran Rakabuming Raka is an Indonesian politician and businessman, known as the eldest son of President Joko Widodo and as the mayor of Surakarta.
  • B. A. Hamid Arief
    A. Hamid Arief was an Indonesian actor known for his roles in classic Indonesian cinema.
  • C. Mohammad Roem
    Mohammad Roem was an Indonesian nationalist leader, diplomat, and politician best known for his role in the country’s independence negotiations and his prominent position in the Masyumi Party.
  • D. Chairul Saleh
    Chairul Saleh was an Indonesian nationalist leader and politician who played a key role in the country’s independence movement and later served in prominent government positions under President Sukarno.
  • E. Joko Widodo
    Joko Widodo is the President of Indonesia, known for his populist leadership style and focus on infrastructure development and bureaucratic reform.
  • 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: Nadiem Makarim
Triple: [Gojek, foundedBy, Nadiem Makarim]
Generated description
Nadiem Makarim is an Indonesian entrepreneur and former Minister of Education, Culture, Research, and Technology, best known as the co-founder and former CEO of the super-app company Gojek.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nadiem Makarim
Target entity description: Nadiem Makarim is an Indonesian entrepreneur and former Minister of Education, Culture, Research, and Technology, best known as the co-founder and former CEO of the super-app company Gojek.
  • A. Gibran Rakabuming Raka
    Gibran Rakabuming Raka is an Indonesian politician and businessman, known as the eldest son of President Joko Widodo and as the mayor of Surakarta.
  • B. A. Hamid Arief
    A. Hamid Arief was an Indonesian actor known for his roles in classic Indonesian cinema.
  • C. Mohammad Roem
    Mohammad Roem was an Indonesian nationalist leader, diplomat, and politician best known for his role in the country’s independence negotiations and his prominent position in the Masyumi Party.
  • D. Chairul Saleh
    Chairul Saleh was an Indonesian nationalist leader and politician who played a key role in the country’s independence movement and later served in prominent government positions under President Sukarno.
  • E. Joko Widodo
    Joko Widodo is the President of Indonesia, known for his populist leadership style and focus on infrastructure development and bureaucratic reform.
  • 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_69c68a5878888190968ce4d04db8d69f completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0f0329c8190a0182e3bf62604e5 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa916ac881909acee8184b71dc85 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fb05966c819089f47be0b9d32cb2 completed March 28, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69c7fddb63908190a5123ed8d7c9be1f completed March 28, 2026, 4:12 p.m.
Created at: March 27, 2026, 3:05 p.m.