Triple

T16360480
Position Surface form Disambiguated ID Type / Status
Subject Balagtas E397296 entity
Predicate governingBody P46 FINISHED
Object Municipal Government of Balagtas
The Municipal Government of Balagtas is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Balagtas in the Philippines.
E1208904 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: Municipal Government of Balagtas | Statement: [Balagtas, governingBody, Municipal Government of Balagtas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Municipal Government of Balagtas
Context triple: [Balagtas, governingBody, Municipal Government of Balagtas]
  • A. Municipal Government of Balamban
    The Municipal Government of Balamban is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Balamban in the Philippines.
  • B. Municipal Government of Palapag
    The Municipal Government of Palapag is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Palapag in the Philippines.
  • C. Municipal Government of Balangiga
    The Municipal Government of Balangiga is the local administrative authority responsible for governing and managing public services, development, and community affairs within the municipality of Balangiga in the Philippines.
  • D. Municipal Government of Palanan
    The Municipal Government of Palanan is the local administrative authority responsible for governing and delivering public services in the municipality of Palanan in Isabela, Philippines.
  • E. Municipal Government of Kalamansig
    The Municipal Government of Kalamansig is the local administrative authority responsible for governing and managing public services, development programs, and regulatory functions within the municipality of Kalamansig in the Philippines.
  • 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: Municipal Government of Balagtas
Triple: [Balagtas, governingBody, Municipal Government of Balagtas]
Generated description
The Municipal Government of Balagtas is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Balagtas in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Municipal Government of Balagtas
Target entity description: The Municipal Government of Balagtas is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Balagtas in the Philippines.
  • A. Municipal Government of Balamban
    The Municipal Government of Balamban is the local administrative authority responsible for governing and managing public services, development, and regulations within the municipality of Balamban in the Philippines.
  • B. Municipal Government of Palapag
    The Municipal Government of Palapag is the local administrative authority responsible for managing public services, development programs, and governance within the municipality of Palapag in the Philippines.
  • C. Municipal Government of Balangiga
    The Municipal Government of Balangiga is the local administrative authority responsible for governing and managing public services, development, and community affairs within the municipality of Balangiga in the Philippines.
  • D. Municipal Government of Palanan
    The Municipal Government of Palanan is the local administrative authority responsible for governing and delivering public services in the municipality of Palanan in Isabela, Philippines.
  • E. Municipal Government of Kalamansig
    The Municipal Government of Kalamansig is the local administrative authority responsible for governing and managing public services, development programs, and regulatory functions within the municipality of Kalamansig in the Philippines.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2fad241848190a9f32c7b050f20a5 completed April 18, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002dbce2508190b655de87f48e841e completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002f8278e48190a1eb1e11616f6cc5 completed May 10, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a002fe676688190b53cb938d7de78c0 completed May 10, 2026, 7:12 a.m.
Created at: April 10, 2026, 5:08 a.m.