Triple

T2520145
Position Surface form Disambiguated ID Type / Status
Subject Department of Social Welfare and Development E55502 entity
Predicate overseesProgram P86 FINISHED
Object 4Ps
4Ps is the Philippines’ flagship conditional cash transfer program that provides financial assistance to poor households in exchange for meeting health and education requirements.
E275397 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: 4Ps | Statement: [Department of Social Welfare and Development, overseesProgram, 4Ps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 4Ps
Context triple: [Department of Social Welfare and Development, overseesProgram, 4Ps]
  • 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. PSB
    PSB is a high-energy particle accelerator at CERN that boosts protons from the Proton Synchrotron Injector Complex to higher energies for use in subsequent accelerators and experiments.
  • C. PPPs
    PPPs are standardized guidelines used by U.S. authorities to establish and manage official domestic geographic names.
  • D. Ps
    Ps is the standard abbreviation for Adobe Photoshop, a widely used professional image editing and graphic design software application.
  • E. MKT
    MKT was the reporting mark and common abbreviation for the Missouri–Kansas–Texas Railroad, a major regional railroad that served the south-central United States.
  • 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: 4Ps
Triple: [Department of Social Welfare and Development, overseesProgram, 4Ps]
Generated description
4Ps is the Philippines’ flagship conditional cash transfer program that provides financial assistance to poor households in exchange for meeting health and education requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 4Ps
Target entity description: 4Ps is the Philippines’ flagship conditional cash transfer program that provides financial assistance to poor households in exchange for meeting health and education requirements.
  • 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. PSB
    PSB is a high-energy particle accelerator at CERN that boosts protons from the Proton Synchrotron Injector Complex to higher energies for use in subsequent accelerators and experiments.
  • C. PPPs
    PPPs are standardized guidelines used by U.S. authorities to establish and manage official domestic geographic names.
  • D. Ps
    Ps is the standard abbreviation for Adobe Photoshop, a widely used professional image editing and graphic design software application.
  • E. MKT
    MKT was the reporting mark and common abbreviation for the Missouri–Kansas–Texas Railroad, a major regional railroad that served the south-central United States.
  • 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd2343e3081908819dc58d8ff40ce completed March 7, 2026, 7:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2ba2adc081908a0c7ff24db89de6 completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af51dee3508190a0d1608a7d905742 completed March 9, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69af52a97d008190b55491fa557eb729 completed March 9, 2026, 11:07 p.m.
Created at: March 6, 2026, 9:46 p.m.