Triple

T5603774
Position Surface form Disambiguated ID Type / Status
Subject Maligaya Development Corporation E147182 entity
Predicate associatedWith P37 FINISHED
Object New Era, Bulacan
New Era, Bulacan is a barangay in the municipality of Bocaue, Bulacan, Philippines, known primarily as a residential community developed by the Maligaya Development Corporation.
 E147181 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: New Era, Bulacan | Statement: [Maligaya Development Corporation, associatedWith, New Era, Bulacan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: New Era, Bulacan
Context triple: [Maligaya Development Corporation, associatedWith, New Era, Bulacan]
  • A. Santa Maria, Bulacan
    Santa Maria, Bulacan is a first-class, highly urbanized municipality in the province of Bulacan, Philippines, known for its rapid economic growth and suburban residential communities near Metro Manila.
  • B. Bocaue, Bulacan
    Bocaue, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its religious festivals and as the site of major venues such as the Philippine Arena.
  • C. Balagtas, Bulacan
    Balagtas, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its historical significance and growing suburban communities near Metro Manila.
  • D. Mariveles, Bataan
    Mariveles, Bataan is a coastal municipality in the Philippines historically known as one of the starting points of the Bataan Death March during World War II.
  • E. Morong, Bataan
    Morong, Bataan is a coastal municipality in the province of Bataan in the Philippines, known for its beaches, eco-tourism sites, and the Subic Bay Freeport Zone nearby.
  • 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: New Era, Bulacan
Triple: [Maligaya Development Corporation, associatedWith, New Era, Bulacan]
Generated description
New Era, Bulacan is a barangay in the municipality of Bocaue, Bulacan, Philippines, known primarily as a residential community developed by the Maligaya Development Corporation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: New Era, Bulacan
Target entity description: New Era, Bulacan is a barangay in the municipality of Bocaue, Bulacan, Philippines, known primarily as a residential community developed by the Maligaya Development Corporation.
  • A. Santa Maria, Bulacan
    Santa Maria, Bulacan is a first-class, highly urbanized municipality in the province of Bulacan, Philippines, known for its rapid economic growth and suburban residential communities near Metro Manila.
  • B. Bocaue, Bulacan chosen
    Bocaue, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its religious festivals and as the site of major venues such as the Philippine Arena.
  • C. Balagtas, Bulacan
    Balagtas, Bulacan is a municipality in the province of Bulacan in the Philippines, known for its historical significance and growing suburban communities near Metro Manila.
  • D. Mariveles, Bataan
    Mariveles, Bataan is a coastal municipality in the Philippines historically known as one of the starting points of the Bataan Death March during World War II.
  • E. Morong, Bataan
    Morong, Bataan is a coastal municipality in the province of Bataan in the Philippines, known for its beaches, eco-tourism sites, and the Subic Bay Freeport Zone nearby.
  • F. None of above.

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_69c0090500f881908374285baf0ac46f completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020dce10c8190bf456602eec211d4 completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d40049881908bf32e4932094c52 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e88680c8190845723f52c060fb7 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7856848190a835c3ee0a32f649 completed March 22, 2026, 8:22 p.m.
Created at: March 22, 2026, 3:39 p.m.