Triple

T12780904
Position Surface form Disambiguated ID Type / Status
Subject Pakistan Peoples Party E305503 entity
Predicate shortName P43 FINISHED
Object PPP
PPP is a major center-left political party in Pakistan, formally known as the Pakistan Peoples Party and historically associated with the Bhutto family.
 E1003446 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: PPP | Statement: [Pakistan Peoples Party, shortName, PPP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PPP
Context triple: [Pakistan Peoples Party, shortName, PPP]
  • A. PPP
    PPP (Point-to-Point Protocol) is a data link layer communication protocol commonly used to establish direct connections and transmit network traffic over serial links such as dial-up and leased lines.
  • B. PPPs
    PPPs are standardized guidelines used by U.S. authorities to establish and manage official domestic geographic names.
  • C. 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.
  • D. 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.
  • E. PIP
    PIP is a Puerto Rican political party that advocates for the island’s full independence from the 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: PPP
Triple: [Pakistan Peoples Party, shortName, PPP]
Generated description
PPP is a major center-left political party in Pakistan, formally known as the Pakistan Peoples Party and historically associated with the Bhutto family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PPP
Target entity description: PPP is a major center-left political party in Pakistan, formally known as the Pakistan Peoples Party and historically associated with the Bhutto family.
  • A. PPP
    PPP (Point-to-Point Protocol) is a data link layer communication protocol commonly used to establish direct connections and transmit network traffic over serial links such as dial-up and leased lines.
  • B. PPPs
    PPPs are standardized guidelines used by U.S. authorities to establish and manage official domestic geographic names.
  • C. 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.
  • D. 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.
  • E. PIP
    PIP is a Puerto Rican political party that advocates for the island’s full independence from the 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e5a5680819095dcd491486d23e7 completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f685030cbc8190856bf5254e231d25 completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f685dc63f48190bb68f9859e99e3b4 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f68a92226881909600555332c2c370 completed May 2, 2026, 11:36 p.m.
Created at: April 9, 2026, 5:29 p.m.