Triple

T16600234
Position Surface form Disambiguated ID Type / Status
Subject National Association of Letter Carriers E403310 entity
Predicate hasCharitableProgram P121624 FINISHED
Object Stamp Out Hunger food drive
Stamp Out Hunger food drive is a nationwide annual food collection campaign in the United States, organized by letter carriers to gather nonperishable donations for local food banks and pantries.
E1222647 NE FINISHED

How this triple was built (5 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: Stamp Out Hunger food drive | Statement: [National Association of Letter Carriers, hasCharitableProgram, Stamp Out Hunger food drive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stamp Out Hunger food drive
Context triple: [National Association of Letter Carriers, hasCharitableProgram, Stamp Out Hunger food drive]
  • A. Eat Out to Help Out scheme
    The Eat Out to Help Out scheme was a UK government initiative during the COVID-19 pandemic that offered diners discounted meals in restaurants to stimulate the struggling hospitality sector.
  • B. Food for Progress
    Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
  • C. Faces of Hunger
    Faces of Hunger is a philosophical work by Onora O’Neill that examines global poverty, famine, and our ethical obligations to alleviate hunger.
  • D. In & Out
    "In & Out" is a 1997 American comedy film about a small-town teacher whose life is upended when a former student publicly questions his sexuality, featuring a supporting performance by Debbie Reynolds.
  • E. Soul Food To Go
    "Soul Food To Go" is a jazz-pop song by vocal group The Manhattan Transfer, known for its upbeat Latin-influenced style and intricate vocal harmonies.
  • 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: Stamp Out Hunger food drive
Triple: [National Association of Letter Carriers, hasCharitableProgram, Stamp Out Hunger food drive]
Generated description
Stamp Out Hunger food drive is a nationwide annual food collection campaign in the United States, organized by letter carriers to gather nonperishable donations for local food banks and pantries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stamp Out Hunger food drive
Target entity description: Stamp Out Hunger food drive is a nationwide annual food collection campaign in the United States, organized by letter carriers to gather nonperishable donations for local food banks and pantries.
  • A. Eat Out to Help Out scheme
    The Eat Out to Help Out scheme was a UK government initiative during the COVID-19 pandemic that offered diners discounted meals in restaurants to stimulate the struggling hospitality sector.
  • B. Food for Progress
    Food for Progress is a U.S. Department of Agriculture program that supports agricultural development and trade in developing countries by providing commodities and financial assistance.
  • C. Faces of Hunger
    Faces of Hunger is a philosophical work by Onora O’Neill that examines global poverty, famine, and our ethical obligations to alleviate hunger.
  • D. In & Out
    "In & Out" is a 1997 American comedy film about a small-town teacher whose life is upended when a former student publicly questions his sexuality, featuring a supporting performance by Debbie Reynolds.
  • E. Soul Food To Go
    "Soul Food To Go" is a jazz-pop song by vocal group The Manhattan Transfer, known for its upbeat Latin-influenced style and intricate vocal harmonies.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCharitableProgram
Context triple: [National Association of Letter Carriers, hasCharitableProgram, Stamp Out Hunger food drive]
  • A. hasPhilanthropicProgram chosen
    Indicates that an entity operates or participates in an organized initiative aimed at providing charitable or philanthropic support.
  • B. hasCharitableProgramType
    Indicates that an entity’s charitable program belongs to or is categorized under a specific type of charitable activity or program classification.
  • C. hasCharitableComponent
    Indicates that something includes or is associated with a charitable element, such as donations, philanthropy, or support for a charitable cause.
  • D. hasCharitableFunction
    Indicates that an entity performs or is designated to perform activities intended for charitable purposes or public benefit.
  • E. hasCharitableFoundation
    Indicates that an entity maintains or is associated with a charitable foundation, typically for philanthropic or nonprofit activities.
  • F. None of above.

Provenance (6 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d75772c8190b02aef02ea6788e1 completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0075a48c088190b6585e42dcd73705 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a0076468d588190972639d0a22f0e3e completed May 10, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_6a007728680c819082a3bd7e84edb2b0 completed May 10, 2026, 12:16 p.m.
PD Predicate disambiguation batch_69e296aabc508190b3836a91b49113ad completed April 17, 2026, 8:23 p.m.
Created at: April 10, 2026, 5:16 a.m.