Triple

T223494
Position Surface form Disambiguated ID Type / Status
Subject Malay peoples E4265 entity
Predicate associatedWith P37 FINISHED
Object Malacca Sultanate
The Malacca Sultanate was a powerful 15th–16th century Malay maritime empire centered in the port city of Malacca, which became a major hub of regional trade and the spread of Islam in Southeast Asia.
E30643 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: Malacca Sultanate | Statement: [Malay peoples, associatedWith, Malacca Sultanate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malacca Sultanate
Context triple: [Malay peoples, associatedWith, Malacca Sultanate]
  • A. Srivijaya Empire
    The Srivijaya Empire was a powerful maritime and commercial kingdom that dominated trade routes and Mahayana Buddhist culture in Southeast Asia from roughly the 7th to 13th centuries.
  • B. Majapahit Empire
    The Majapahit Empire was a powerful 13th–16th century Javanese thalassocratic kingdom that dominated much of maritime Southeast Asia and became a major center of regional trade, culture, and Hindu-Buddhist civilization.
  • C. Singhasari Kingdom
    The Singhasari Kingdom was a 13th-century Hindu-Buddhist Javanese kingdom in East Java, Indonesia, known for its role in regional expansion and as a precursor to the Majapahit Empire.
  • D. Medang Kingdom
    The Medang Kingdom was an early medieval Javanese Hindu-Buddhist polity in Central and later East Java, known for its temple complexes and role in the development of classical Javanese culture.
  • E. Kediri Kingdom
    The Kediri Kingdom was a powerful medieval Javanese Hindu-Buddhist state in eastern Java, renowned for its flourishing literature, trade, and cultural achievements.
  • 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: Malacca Sultanate
Triple: [Malay peoples, associatedWith, Malacca Sultanate]
Generated description
The Malacca Sultanate was a powerful 15th–16th century Malay maritime empire centered in the port city of Malacca, which became a major hub of regional trade and the spread of Islam in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malacca Sultanate
Target entity description: The Malacca Sultanate was a powerful 15th–16th century Malay maritime empire centered in the port city of Malacca, which became a major hub of regional trade and the spread of Islam in Southeast Asia.
  • A. Srivijaya Empire
    The Srivijaya Empire was a powerful maritime and commercial kingdom that dominated trade routes and Mahayana Buddhist culture in Southeast Asia from roughly the 7th to 13th centuries.
  • B. Majapahit Empire
    The Majapahit Empire was a powerful 13th–16th century Javanese thalassocratic kingdom that dominated much of maritime Southeast Asia and became a major center of regional trade, culture, and Hindu-Buddhist civilization.
  • C. Singhasari Kingdom
    The Singhasari Kingdom was a 13th-century Hindu-Buddhist Javanese kingdom in East Java, Indonesia, known for its role in regional expansion and as a precursor to the Majapahit Empire.
  • D. Medang Kingdom
    The Medang Kingdom was an early medieval Javanese Hindu-Buddhist polity in Central and later East Java, known for its temple complexes and role in the development of classical Javanese culture.
  • E. Kediri Kingdom
    The Kediri Kingdom was a powerful medieval Javanese Hindu-Buddhist state in eastern Java, renowned for its flourishing literature, trade, and cultural achievements.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c7194fc8190a2d02d446ae3a75e completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a36730f0a88190aac3d2e796ee544f completed Feb. 28, 2026, 10:07 p.m.
NEDg Description generation batch_69a3678a8c988190895796b2e3de3021 completed Feb. 28, 2026, 10:09 p.m.
NED2 Entity disambiguation (via description) batch_69a3687171208190b470610bf2a2268e completed Feb. 28, 2026, 10:13 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.