Triple

T11611779
Position Surface form Disambiguated ID Type / Status
Subject Sustainable Livelihood Program E275400 entity
Predicate abbreviation P43 FINISHED
Object SLP
SLP is a government-run Sustainable Livelihood Program that aims to improve the economic well-being and resilience of poor and vulnerable households through capacity-building and livelihood support.
 E936649 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: SLP | Statement: [Sustainable Livelihood Program, abbreviation, SLP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SLP
Context triple: [Sustainable Livelihood Program, abbreviation, SLP]
  • A. SLP
    SLP is the subdivision code for the Mexican state of San Luis Potosí, where the city of Matehuala is located.
  • B. SLP
    SLP is the Second Launch Pad at the Satish Dhawan Space Centre, used by the Indian Space Research Organisation for launching a variety of orbital missions.
  • C. SIL
    SIL is the ICAO airline designator assigned to Silver Airways, a U.S.-based regional airline.
  • D. School of Communication Sciences and Disorders
    The School of Communication Sciences and Disorders is a McGill University academic unit specializing in education and research on speech, language, and hearing, including the training of speech-language pathologists and related professionals.
  • E. Speech and Hearing in Communication
    "Speech and Hearing in Communication" is a foundational book in acoustics and psychoacoustics that systematically explains how speech is produced, transmitted, and perceived by the human auditory system.
  • 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: SLP
Triple: [Sustainable Livelihood Program, abbreviation, SLP]
Generated description
SLP is a government-run Sustainable Livelihood Program that aims to improve the economic well-being and resilience of poor and vulnerable households through capacity-building and livelihood support.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SLP
Target entity description: SLP is a government-run Sustainable Livelihood Program that aims to improve the economic well-being and resilience of poor and vulnerable households through capacity-building and livelihood support.
  • A. SLP
    SLP is the subdivision code for the Mexican state of San Luis Potosí, where the city of Matehuala is located.
  • B. SLP
    SLP is the Second Launch Pad at the Satish Dhawan Space Centre, used by the Indian Space Research Organisation for launching a variety of orbital missions.
  • C. SIL
    SIL is the ICAO airline designator assigned to Silver Airways, a U.S.-based regional airline.
  • D. School of Communication Sciences and Disorders
    The School of Communication Sciences and Disorders is a McGill University academic unit specializing in education and research on speech, language, and hearing, including the training of speech-language pathologists and related professionals.
  • E. Speech and Hearing in Communication
    "Speech and Hearing in Communication" is a foundational book in acoustics and psychoacoustics that systematically explains how speech is produced, transmitted, and perceived by the human auditory system.
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a043a3c08190a20cbc2ba5a8d218 completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a8311bcc8190a3fe7d28c593aea3 completed April 22, 2026, 10:51 a.m.
NEDg Description generation batch_69e8af9665648190b7732076aa129671 completed April 22, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69ee5b41febc8190bc37672535735710 completed April 26, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:38 p.m.