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.