Triple

T15545359
Position Surface form Disambiguated ID Type / Status
Subject APEC Policy Partnership on Food Security E370595 entity
Predicate shortName P43 FINISHED
Object PPFS
PPFS is a multistakeholder APEC forum that coordinates regional policies and cooperation to enhance food security and sustainable agricultural development across member economies.
 E1162977 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: PPFS | Statement: [APEC Policy Partnership on Food Security, shortName, PPFS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PPFS
Context triple: [APEC Policy Partnership on Food Security, shortName, PPFS]
  • A. PPS
    PPS is the commonly used abbreviation for Parliamentary Private Secretaries, who are junior MPs acting as unpaid assistants and political aides to government ministers in the UK.
  • B. FPF
    FPF is the Portuguese Football Federation, the national governing body responsible for organizing and overseeing football in Portugal, including its national teams.
  • C. PPAS
    PPAS is a New York City public school specializing in rigorous academic education combined with intensive training in the performing arts for middle and high school students.
  • D. PP
    PP is the commonly used abbreviation for the People's Party, a major conservative political party in Spain.
  • E. PP
    PP is the common abbreviation for the Polizia Penitenziaria, Italy’s national prison police force responsible for managing correctional facilities and inmate security.
  • 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: PPFS
Triple: [APEC Policy Partnership on Food Security, shortName, PPFS]
Generated description
PPFS is a multistakeholder APEC forum that coordinates regional policies and cooperation to enhance food security and sustainable agricultural development across member economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PPFS
Target entity description: PPFS is a multistakeholder APEC forum that coordinates regional policies and cooperation to enhance food security and sustainable agricultural development across member economies.
  • A. PPS
    PPS is the commonly used abbreviation for Parliamentary Private Secretaries, who are junior MPs acting as unpaid assistants and political aides to government ministers in the UK.
  • B. FPF
    FPF is the Portuguese Football Federation, the national governing body responsible for organizing and overseeing football in Portugal, including its national teams.
  • C. PPAS
    PPAS is a New York City public school specializing in rigorous academic education combined with intensive training in the performing arts for middle and high school students.
  • D. PP
    PP is the commonly used abbreviation for the People's Party, a major conservative political party in Spain.
  • E. PP
    PP is the common abbreviation for the Polizia Penitenziaria, Italy’s national prison police force responsible for managing correctional facilities and inmate security.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e0443410408190a249889edcd9c599 completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455a38188190a593c70be09d6103 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff45dbc9dc8190b3cac64e4a418aa3 completed May 9, 2026, 2:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff464571808190bfe7ef3a33d246f1 completed May 9, 2026, 2:35 p.m.
Created at: April 10, 2026, 4:07 a.m.