Triple

T17119228
Position Surface form Disambiguated ID Type / Status
Subject Mapúa Institute of Technology E415419 entity
Predicate affiliation P10 FINISHED
Object Yuchengco Group of Companies
The Yuchengco Group of Companies is a major Philippine conglomerate with diversified interests in banking, insurance, education, construction, and other industries.
 E1250956 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: Yuchengco Group of Companies | Statement: [Mapúa Institute of Technology, affiliation, Yuchengco Group of Companies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yuchengco Group of Companies
Context triple: [Mapúa Institute of Technology, affiliation, Yuchengco Group of Companies]
  • A. Araneta Group
    Araneta Group is a major Philippine conglomerate best known for its real estate, commercial, and entertainment developments, including the landmark Araneta City complex in Quezon City.
  • B. Megaworld Corporation
    Megaworld Corporation is a major Philippine real estate company known for pioneering large-scale mixed-use township developments that integrate residential, commercial, and office spaces.
  • C. Danao group
    The Danao group is a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
  • D. Ortigas & Company
    Ortigas & Company is a major Philippine real estate developer known for master-planning and building large mixed-use estates such as Ortigas Center.
  • E. Burisma Holdings
    Burisma Holdings is a major Ukrainian private natural gas company that gained international attention for its ties to foreign political figures and its role in broader corruption and influence-peddling controversies in Ukraine.
  • 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: Yuchengco Group of Companies
Triple: [Mapúa Institute of Technology, affiliation, Yuchengco Group of Companies]
Generated description
The Yuchengco Group of Companies is a major Philippine conglomerate with diversified interests in banking, insurance, education, construction, and other industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yuchengco Group of Companies
Target entity description: The Yuchengco Group of Companies is a major Philippine conglomerate with diversified interests in banking, insurance, education, construction, and other industries.
  • A. Araneta Group
    Araneta Group is a major Philippine conglomerate best known for its real estate, commercial, and entertainment developments, including the landmark Araneta City complex in Quezon City.
  • B. Megaworld Corporation
    Megaworld Corporation is a major Philippine real estate company known for pioneering large-scale mixed-use township developments that integrate residential, commercial, and office spaces.
  • C. Danao group
    The Danao group is a subgroup of Austronesian languages spoken primarily in the southern Philippines, including languages such as Maranao, Maguindanaon, and Iranun.
  • D. Ortigas & Company
    Ortigas & Company is a major Philippine real estate developer known for master-planning and building large mixed-use estates such as Ortigas Center.
  • E. Burisma Holdings
    Burisma Holdings is a major Ukrainian private natural gas company that gained international attention for its ties to foreign political figures and its role in broader corruption and influence-peddling controversies in Ukraine.
  • 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_69d886d090cc8190a39cb94992586905 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3e8086a388190a655a044feccab14 completed April 18, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a013a0e11108190bfcf858142aa9ff3 completed May 11, 2026, 2:08 a.m.
NEDg Description generation batch_6a013b749680819097159f0fdc379f2c completed May 11, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_6a013bf9ef508190aac1155680f33eaf completed May 11, 2026, 2:16 a.m.
Created at: April 10, 2026, 5:36 a.m.