Triple

T13319549
Position Surface form Disambiguated ID Type / Status
Subject Port of Limay E317278 entity
Predicate serves P98 FINISHED
Object municipality of Limay
The municipality of Limay is a local government area in the Philippines known for its industrial activities and strategic coastal location that supports port operations and maritime trade.
E1032915 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: municipality of Limay | Statement: [Port of Limay, serves, municipality of Limay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: municipality of Limay
Context triple: [Port of Limay, serves, municipality of Limay]
  • A. Municipality of San Luis
    The Municipality of San Luis is the local governing body responsible for administering public services, development, and regulations within the jurisdiction of San Luis.
  • B. Municipality of Jesús María
    The Municipality of Jesús María is the local governing body responsible for administering public services, urban planning, and community development within the Jesús María District in Peru.
  • C. Municipality of Colina
    The Municipality of Colina is the local governmental authority responsible for administering public services, urban planning, and community development in the Colina area.
  • D. Municipality of Lima
    The Municipality of Lima is the local government authority responsible for administering Peru’s capital city, overseeing urban planning, public services, and cultural and recreational infrastructure.
  • E. Municipality of Máfil
    The Municipality of Máfil is the local government administration responsible for managing public services, development, and regulations within the Chilean commune of Máfil.
  • 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: municipality of Limay
Triple: [Port of Limay, serves, municipality of Limay]
Generated description
The municipality of Limay is a local government area in the Philippines known for its industrial activities and strategic coastal location that supports port operations and maritime trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: municipality of Limay
Target entity description: The municipality of Limay is a local government area in the Philippines known for its industrial activities and strategic coastal location that supports port operations and maritime trade.
  • A. Municipality of San Luis
    The Municipality of San Luis is the local governing body responsible for administering public services, development, and regulations within the jurisdiction of San Luis.
  • B. Municipality of Jesús María
    The Municipality of Jesús María is the local governing body responsible for administering public services, urban planning, and community development within the Jesús María District in Peru.
  • C. Municipality of Colina
    The Municipality of Colina is the local governmental authority responsible for administering public services, urban planning, and community development in the Colina area.
  • D. Municipality of Lima
    The Municipality of Lima is the local government authority responsible for administering Peru’s capital city, overseeing urban planning, public services, and cultural and recreational infrastructure.
  • E. Municipality of Máfil
    The Municipality of Máfil is the local government administration responsible for managing public services, development, and regulations within the Chilean commune of Máfil.
  • 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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990faa95481908a7fd297959c062e completed April 11, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716ee695c81909ffeeb0901ee66c1 completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f717f4d80c8190a1a95c0f2c83c563 completed May 3, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69f718b994188190b273cc6116919c22 completed May 3, 2026, 9:43 a.m.
Created at: April 9, 2026, 9:29 p.m.