Triple

T7556482
Position Surface form Disambiguated ID Type / Status
Subject Philippine Navy Modernization Program E178679 entity
Predicate legalFramework P125 FINISHED
Object Republic Act No. 7898
Republic Act No. 7898 is a Philippine law that established a long-term program to modernize and upgrade the capabilities of the Armed Forces of the Philippines.
E673102 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. 7898 | Statement: [Philippine Navy Modernization Program, legalFramework, Republic Act No. 7898]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Republic Act No. 7898
Context triple: [Philippine Navy Modernization Program, legalFramework, Republic Act No. 7898]
  • A. Republic Act No. 8249
    Republic Act No. 8249 is a Philippine law that reorganized and defined the expanded jurisdiction of the Sandiganbayan, the country’s anti-graft court.
  • B. Republic Act No. 7975
    Republic Act No. 7975 is a Philippine law that redefined and expanded the jurisdiction and structure of the Sandiganbayan, the country’s anti-graft court.
  • C. Republic Act No. 8491
    Republic Act No. 8491 is a Philippine law that prescribes the official national symbols and codifies the proper use, performance, and display of the national flag, anthem, and other patriotic insignia.
  • D. Republic Act No. 9282
    Republic Act No. 9282 is a Philippine law that elevated the Court of Tax Appeals to the same level as the Court of Appeals and expanded its jurisdiction over tax-related cases.
  • E. Republic Act No. 7104
    Republic Act No. 7104 is a Philippine law that created the Komisyon sa Wikang Filipino as the official government body tasked with developing, preserving, and promoting Filipino and other Philippine languages.
  • 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. 7898
Triple: [Philippine Navy Modernization Program, legalFramework, Republic Act No. 7898]
Generated description
Republic Act No. 7898 is a Philippine law that established a long-term program to modernize and upgrade the capabilities of the Armed Forces of the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Republic Act No. 7898
Target entity description: Republic Act No. 7898 is a Philippine law that established a long-term program to modernize and upgrade the capabilities of the Armed Forces of the Philippines.
  • A. Republic Act No. 8249
    Republic Act No. 8249 is a Philippine law that reorganized and defined the expanded jurisdiction of the Sandiganbayan, the country’s anti-graft court.
  • B. Republic Act No. 7975
    Republic Act No. 7975 is a Philippine law that redefined and expanded the jurisdiction and structure of the Sandiganbayan, the country’s anti-graft court.
  • C. Republic Act No. 8491
    Republic Act No. 8491 is a Philippine law that prescribes the official national symbols and codifies the proper use, performance, and display of the national flag, anthem, and other patriotic insignia.
  • D. Republic Act No. 9282
    Republic Act No. 9282 is a Philippine law that elevated the Court of Tax Appeals to the same level as the Court of Appeals and expanded its jurisdiction over tax-related cases.
  • E. Republic Act No. 7104
    Republic Act No. 7104 is a Philippine law that created the Komisyon sa Wikang Filipino as the official government body tasked with developing, preserving, and promoting Filipino and other Philippine languages.
  • 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8d9ebe48190a08110695ce1eb55 completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856c20258819081761699228b8ba3 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c858501a6c81909a2186c264509be5 completed March 28, 2026, 10:38 p.m.
NED2 Entity disambiguation (via description) batch_69c858c151b881908d112c426ba34827 completed March 28, 2026, 10:40 p.m.
Created at: March 27, 2026, 3:49 p.m.