Triple

T16959375
Position Surface form Disambiguated ID Type / Status
Subject Secretary of Trade and Industry E411386 entity
Predicate nativeLabel P657 FINISHED
Object Kalihim ng Kalakalan at Industriya
Kalihim ng Kalakalan at Industriya is the Filipino title for the head of the Philippines’ Department of Trade and Industry, responsible for national trade, industry development, and consumer protection policies.
E1243671 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: Kalihim ng Kalakalan at Industriya | Statement: [Secretary of Trade and Industry, nativeLabel, Kalihim ng Kalakalan at Industriya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalihim ng Kalakalan at Industriya
Context triple: [Secretary of Trade and Industry, nativeLabel, Kalihim ng Kalakalan at Industriya]
  • A. Labanan sa Quingua
    Labanan sa Quingua is a historic 1899 battle of the Philippine–American War fought in Bulacan, Philippines, remembered for the fierce resistance of Filipino forces against American troops.
  • B. Last Frontier of the Philippines
    The "Last Frontier of the Philippines" refers to Palawan, a largely unspoiled island province famed for its rich biodiversity, pristine beaches, and protected natural landscapes.
  • C. Laban ng Makabayang Masang Pilipino
    Laban ng Makabayang Masang Pilipino is a Philippine political coalition known for its populist platform and association with former president Joseph Estrada.
  • D. Butbut Kalinga
    Butbut Kalinga is a dialect of the Kalinga language spoken by the Butbut people in the Kalinga province of the northern Philippines.
  • E. The Blood Compact
    The Blood Compact is a famous 19th-century historical painting by Filipino artist Juan Luna depicting the traditional sandugo blood compact as a symbol of alliance and unity.
  • 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: Kalihim ng Kalakalan at Industriya
Triple: [Secretary of Trade and Industry, nativeLabel, Kalihim ng Kalakalan at Industriya]
Generated description
Kalihim ng Kalakalan at Industriya is the Filipino title for the head of the Philippines’ Department of Trade and Industry, responsible for national trade, industry development, and consumer protection policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalihim ng Kalakalan at Industriya
Target entity description: Kalihim ng Kalakalan at Industriya is the Filipino title for the head of the Philippines’ Department of Trade and Industry, responsible for national trade, industry development, and consumer protection policies.
  • A. Labanan sa Quingua
    Labanan sa Quingua is a historic 1899 battle of the Philippine–American War fought in Bulacan, Philippines, remembered for the fierce resistance of Filipino forces against American troops.
  • B. Last Frontier of the Philippines
    The "Last Frontier of the Philippines" refers to Palawan, a largely unspoiled island province famed for its rich biodiversity, pristine beaches, and protected natural landscapes.
  • C. Laban ng Makabayang Masang Pilipino
    Laban ng Makabayang Masang Pilipino is a Philippine political coalition known for its populist platform and association with former president Joseph Estrada.
  • D. Butbut Kalinga
    Butbut Kalinga is a dialect of the Kalinga language spoken by the Butbut people in the Kalinga province of the northern Philippines.
  • E. The Blood Compact
    The Blood Compact is a famous 19th-century historical painting by Filipino artist Juan Luna depicting the traditional sandugo blood compact as a symbol of alliance and unity.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01e420881909be1d93d7d6772fd completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d468f5048190aa43b212ec7a7306 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5f5f0448190be407979539fcd80 completed May 10, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_6a00d6e1add481908cce9048e3746e7c completed May 10, 2026, 7:05 p.m.
Created at: April 10, 2026, 5:31 a.m.