Triple

T18201981
Position Surface form Disambiguated ID Type / Status
Subject Philippine Ports Authority E435811 entity
Predicate shortName P43 FINISHED
Object PPA
PPA is the Philippine government agency responsible for managing, operating, and developing the country’s public port facilities and services.
 E1312640 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: PPA | Statement: [Philippine Ports Authority, shortName, PPA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PPA
Context triple: [Philippine Ports Authority, shortName, PPA]
  • A. PPA
    PPA is the FAA airport code for Perry Lefors Field, a public airport serving Pampa, Texas.
  • B. PPA
    PPA is the Pace School of Performing Arts, a college program at Pace University in New York City offering professional training in theater and related performing arts.
  • C. PPA
    PPA is a regional organization that brings together electric power utilities and related stakeholders across Pacific Island countries to promote cooperation, capacity building, and sustainable energy development.
  • D. PPA
    PPA is a U.S. federal law that regulates the importation, movement, and release of plants and related materials to protect agriculture and the environment from pests and diseases.
  • E. PPPA
    PPPA is a U.S. federal law that requires certain household substances to be packaged in child-resistant containers to reduce the risk of accidental poisoning.
  • 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: PPA
Triple: [Philippine Ports Authority, shortName, PPA]
Generated description
PPA is the Philippine government agency responsible for managing, operating, and developing the country’s public port facilities and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PPA
Target entity description: PPA is the Philippine government agency responsible for managing, operating, and developing the country’s public port facilities and services.
  • A. PPA
    PPA is a regional organization that brings together electric power utilities and related stakeholders across Pacific Island countries to promote cooperation, capacity building, and sustainable energy development.
  • B. PPA
    PPA is a U.S. federal law that regulates the importation, movement, and release of plants and related materials to protect agriculture and the environment from pests and diseases.
  • C. PPA
    PPA is the FAA airport code for Perry Lefors Field, a public airport serving Pampa, Texas.
  • D. PPA
    PPA is the Pace School of Performing Arts, a college program at Pace University in New York City offering professional training in theater and related performing arts.
  • E. PPPA
    PPPA is a U.S. federal law that requires certain household substances to be packaged in child-resistant containers to reduce the risk of accidental poisoning.
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e0d71f288190918ca78543118bbe completed April 19, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f0c08588190b9e78e29a086e0da completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039fcd9548819088b6f89a24e5f14e completed May 12, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_6a03a14b22208190b4f18bff55367dc9 completed May 12, 2026, 9:53 p.m.
Created at: April 10, 2026, 10:32 a.m.