Triple

T15110659

Position	Surface form	Disambiguated ID	Type / Status
Subject	Strolling of the Heifers parade	`E360901`	entity
Predicate	organizer	`P123`	FINISHED
Object	Strolling of the Heifers organization Strolling of the Heifers organization is a Vermont-based nonprofit dedicated to supporting local agriculture and sustainable food systems, best known for its community events and programs that connect consumers with regional farmers.	`E1138901`	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: Strolling of the Heifers organization | Statement: [Strolling of the Heifers parade, organizer, Strolling of the Heifers organization]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Strolling of the Heifers organization
Context triple: [Strolling of the Heifers parade, organizer, Strolling of the Heifers organization]

A. GoodWeave International
GoodWeave International is a nonprofit organization dedicated to ending child labor in global supply chains, particularly in the carpet and textile industries, through certification, inspections, and rehabilitation programs.
B. Loaves and Fishes
Loaves and Fishes is Dorothy Day’s autobiographical account of her life, faith, and the founding and work of the Catholic Worker movement among the poor.
C. March for Babies
March for Babies is a nationwide fundraising walk organized to support maternal and infant health through research, advocacy, and community programs.
D. Four Days Marches Foundation
The Four Days Marches Foundation is the organizing body responsible for the annual Nijmegen Four Days Marches, one of the world’s largest multi-day walking events held in the Netherlands.
E. Going Beyond Ministries
Going Beyond Ministries is a Christian ministry and teaching organization co-founded by Bible teacher and author Priscilla Shirer that focuses on helping believers deepen their faith and understanding of Scripture.
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: Strolling of the Heifers organization
Triple: [Strolling of the Heifers parade, organizer, Strolling of the Heifers organization]

Generated description

Strolling of the Heifers organization is a Vermont-based nonprofit dedicated to supporting local agriculture and sustainable food systems, best known for its community events and programs that connect consumers with regional farmers.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Strolling of the Heifers organization
Target entity description: Strolling of the Heifers organization is a Vermont-based nonprofit dedicated to supporting local agriculture and sustainable food systems, best known for its community events and programs that connect consumers with regional farmers.

A. GoodWeave International
GoodWeave International is a nonprofit organization dedicated to ending child labor in global supply chains, particularly in the carpet and textile industries, through certification, inspections, and rehabilitation programs.
B. Loaves and Fishes
Loaves and Fishes is Dorothy Day’s autobiographical account of her life, faith, and the founding and work of the Catholic Worker movement among the poor.
C. March for Babies
March for Babies is a nationwide fundraising walk organized to support maternal and infant health through research, advocacy, and community programs.
D. Four Days Marches Foundation
The Four Days Marches Foundation is the organizing body responsible for the annual Nijmegen Four Days Marches, one of the world’s largest multi-day walking events held in the Netherlands.
E. Going Beyond Ministries
Going Beyond Ministries is a Christian ministry and teaching organization co-founded by Bible teacher and author Priscilla Shirer that focuses on helping believers deepen their faith and understanding of Scripture.
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_69d85a0491ec8190830960be8fafb994`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e0058c04f481909deeac0271d961b6`	completed	April 15, 2026, 9:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69feb7eb139c8190b76393e4a8be576b`	completed	May 9, 2026, 4:28 a.m.
NEDg	Description generation	`batch_69feb9f7b6d88190886fd65ce736ed1b`	completed	May 9, 2026, 4:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69febaa20ffc819090dd4b113d8513d7`	completed	May 9, 2026, 4:40 a.m.

Created at: April 10, 2026, 3:05 a.m.