Triple

T15799712
Position Surface form Disambiguated ID Type / Status
Subject Subic Bay Metropolitan Authority E383065 entity
Predicate legalBasis P125 FINISHED
Object Republic Act No. 7227
Republic Act No. 7227 is a Philippine law that converted former U.S. military bases, notably Subic Bay, into special economic and freeport zones to promote investment and development.
 E1177221 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: Republic Act No. 7227 | Statement: [Subic Bay Metropolitan Authority, legalBasis, Republic Act No. 7227]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Republic Act No. 7227
Context triple: [Subic Bay Metropolitan Authority, legalBasis, Republic Act No. 7227]
  • A. Republic Act No. 7228
    Republic Act No. 7228 is a Philippine law that established the province of Sarangani in the southern island of Mindanao.
  • B. Republic Act No. 7307
    Republic Act No. 7307 is a Philippine law that created and mandated the Philippine Carabao Center to conserve, propagate, and promote the carabao as a vital resource for agriculture and rural development.
  • C. Republic Act No. 7160
    Republic Act No. 7160 is the Philippine law that comprehensively defines the powers, structure, and responsibilities of local government units, promoting local autonomy and decentralization.
  • D. Republic Act No. 7055
    Republic Act No. 7055 is a Philippine law that limits the jurisdiction of military courts by requiring that members of the Armed Forces accused of crimes under the Revised Penal Code be tried in civilian courts.
  • E. Republic Act No. 7154
    Republic Act No. 7154 is a Philippine law that revised and expanded the country’s judiciary system by modifying the Judiciary Reorganization Act of 1980 (Batas Pambansa Blg. 129).
  • 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: Republic Act No. 7227
Triple: [Subic Bay Metropolitan Authority, legalBasis, Republic Act No. 7227]
Generated description
Republic Act No. 7227 is a Philippine law that converted former U.S. military bases, notably Subic Bay, into special economic and freeport zones to promote investment and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Republic Act No. 7227
Target entity description: Republic Act No. 7227 is a Philippine law that converted former U.S. military bases, notably Subic Bay, into special economic and freeport zones to promote investment and development.
  • A. Republic Act No. 7228
    Republic Act No. 7228 is a Philippine law that established the province of Sarangani in the southern island of Mindanao.
  • B. Republic Act No. 7307
    Republic Act No. 7307 is a Philippine law that created and mandated the Philippine Carabao Center to conserve, propagate, and promote the carabao as a vital resource for agriculture and rural development.
  • C. Republic Act No. 7160
    Republic Act No. 7160 is the Philippine law that comprehensively defines the powers, structure, and responsibilities of local government units, promoting local autonomy and decentralization.
  • D. Republic Act No. 7055
    Republic Act No. 7055 is a Philippine law that limits the jurisdiction of military courts by requiring that members of the Armed Forces accused of crimes under the Revised Penal Code be tried in civilian courts.
  • E. Republic Act No. 7154
    Republic Act No. 7154 is a Philippine law that revised and expanded the country’s judiciary system by modifying the Judiciary Reorganization Act of 1980 (Batas Pambansa Blg. 129).
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4e135b08190b736e77bac5e2bff completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90b08ab48190892c700f5eb261d8 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff936cbbc8819097958ac02673a474 completed May 9, 2026, 8:05 p.m.
NED2 Entity disambiguation (via description) batch_69ff93ed15ec8190b9361f7ad4c7e447 completed May 9, 2026, 8:07 p.m.
Created at: April 10, 2026, 4:48 a.m.