Triple

T12156768
Position Surface form Disambiguated ID Type / Status
Subject Government of the Macao Special Administrative Region E289594 entity
Predicate headOfGovernment P307 FINISHED
Object Ho Iat Seng
Ho Iat Seng is a Macanese politician who has served as the Chief Executive of the Macao Special Administrative Region of China.
 E963473 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: Ho Iat Seng | Statement: [Government of the Macao Special Administrative Region, headOfGovernment, Ho Iat Seng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ho Iat Seng
Context triple: [Government of the Macao Special Administrative Region, headOfGovernment, Ho Iat Seng]
  • A. Chan Sek Keong
    Chan Sek Keong is a prominent Singaporean jurist who served as the country’s third Chief Justice and played a key role in shaping its modern legal system.
  • B. Tony Tan Keng Yam
    Tony Tan Keng Yam is a Singaporean politician and former President of Singapore who previously served as Deputy Prime Minister and held several key ministerial portfolios.
  • C. Wong Mew Choo
    Wong Mew Choo is a former Malaysian badminton player best known as a top women’s singles shuttler in the 2000s, highlighted by her 2007 China Open title and world top-10 ranking.
  • D. Chow Kon Yeow
    Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
  • E. Wee Chong Jin
    Wee Chong Jin was Singapore’s first Asian Chief Justice, serving as the head of the judiciary for over two decades and playing a key role in shaping the country’s legal system.
  • 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: Ho Iat Seng
Triple: [Government of the Macao Special Administrative Region, headOfGovernment, Ho Iat Seng]
Generated description
Ho Iat Seng is a Macanese politician who has served as the Chief Executive of the Macao Special Administrative Region of China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ho Iat Seng
Target entity description: Ho Iat Seng is a Macanese politician who has served as the Chief Executive of the Macao Special Administrative Region of China.
  • A. Chan Sek Keong
    Chan Sek Keong is a prominent Singaporean jurist who served as the country’s third Chief Justice and played a key role in shaping its modern legal system.
  • B. Tony Tan Keng Yam
    Tony Tan Keng Yam is a Singaporean politician and former President of Singapore who previously served as Deputy Prime Minister and held several key ministerial portfolios.
  • C. Wong Mew Choo
    Wong Mew Choo is a former Malaysian badminton player best known as a top women’s singles shuttler in the 2000s, highlighted by her 2007 China Open title and world top-10 ranking.
  • D. Chow Kon Yeow
    Chow Kon Yeow is a Malaysian politician who has served as the Chief Minister of Penang.
  • E. Wee Chong Jin
    Wee Chong Jin was Singapore’s first Asian Chief Justice, serving as the head of the judiciary for over two decades and playing a key role in shaping the country’s legal system.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c1673c8190830cd15525d16869 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69c8d408190abbc900deb534045 completed May 2, 2026, 1:05 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.
Created at: April 8, 2026, 9:50 p.m.