Triple

T15835863
Position Surface form Disambiguated ID Type / Status
Subject Public-Private Investment Program E383982 entity
Predicate alsoKnownAs P39 FINISHED
Object PPIP
PPIP is a U.S. government initiative launched during the 2008 financial crisis to partner public funds with private investors to purchase troubled assets from financial institutions and stabilize the banking system.
E1180494 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: PPIP | Statement: [Public-Private Investment Program, alsoKnownAs, PPIP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PPIP
Context triple: [Public-Private Investment Program, alsoKnownAs, PPIP]
  • A. PIP
    PIP is a UK welfare benefit that helps disabled people or those with long-term health conditions cover the extra costs of daily living and mobility.
  • B. PIP
    PIP is a Puerto Rican political party that advocates for the island’s full independence from the United States.
  • C. 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.
  • D. PPPI
    PPPI (Perhimpunan Pelajar-Pelajar Indonesia) was a nationalist Indonesian student organization that played a key role in the independence movement, including helping to initiate the historic Youth Pledge of 1928.
  • E. PPIE
    PPIE refers to the Panama–Pacific International Exposition, a major world’s fair held in San Francisco in 1915 to celebrate the opening of the Panama Canal and showcase the city’s recovery from the 1906 earthquake.
  • 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: PPIP
Triple: [Public-Private Investment Program, alsoKnownAs, PPIP]
Generated description
PPIP is a U.S. government initiative launched during the 2008 financial crisis to partner public funds with private investors to purchase troubled assets from financial institutions and stabilize the banking system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PPIP
Target entity description: PPIP is a U.S. government initiative launched during the 2008 financial crisis to partner public funds with private investors to purchase troubled assets from financial institutions and stabilize the banking system.
  • A. PIP
    PIP is a UK welfare benefit that helps disabled people or those with long-term health conditions cover the extra costs of daily living and mobility.
  • B. PIP
    PIP is a Puerto Rican political party that advocates for the island’s full independence from the United States.
  • C. 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.
  • D. PPPI
    PPPI (Perhimpunan Pelajar-Pelajar Indonesia) was a nationalist Indonesian student organization that played a key role in the independence movement, including helping to initiate the historic Youth Pledge of 1928.
  • E. PPIE
    PPIE refers to the Panama–Pacific International Exposition, a major world’s fair held in San Francisco in 1915 to celebrate the opening of the Panama Canal and showcase the city’s recovery from the 1906 earthquake.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e0e1cc8190851b30b03cf9c9b8 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa137be2c81909c8f04b5cc1a5b21 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa527af048190b1f87d85e50bf254 completed May 9, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5df00e481909e203e78940395ed completed May 9, 2026, 9:23 p.m.
Created at: April 10, 2026, 4:49 a.m.