Triple

T461012

Position	Surface form	Disambiguated ID	Type / Status
Subject	Black Protestant churches	`E7335`	entity
Predicate	recognizedBy	`P653`	FINISHED
Object	Pew Research Center religious typology Pew Research Center’s religious typology is a research framework that categorizes Americans into distinct religious and belief-based groups to better understand patterns in faith, practice, and attitudes across the population.	`E57397`	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: Pew Research Center religious typology | Statement: [Black Protestant churches, recognizedBy, Pew Research Center religious typology]

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

Target entity: Pew Research Center religious typology
Context triple: [Black Protestant churches, recognizedBy, Pew Research Center religious typology]

A. Center for the Study of World Religions
The Center for the Study of World Religions is an academic institute at Harvard dedicated to the scholarly and interdisciplinary study of global religious traditions and their contemporary significance.
B. Three Essays on Religion
Three Essays on Religion is a posthumously published collection of philosophical essays by John Stuart Mill that critically examines religious belief, theism, and the role of religion in moral life.
C. International Religious Freedom Report
The International Religious Freedom Report is an annual U.S. government publication that assesses and documents the state of religious freedom in countries around the world.
D. American civil religion
American civil religion is a set of shared, quasi-religious beliefs, symbols, and rituals that sacralize the nation and its institutions in the United States.
E. Program for the Evolution of Spirituality
The Program for the Evolution of Spirituality is a Harvard Divinity School initiative that explores and supports emerging forms of spiritual life and practice in contemporary society.
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: Pew Research Center religious typology
Triple: [Black Protestant churches, recognizedBy, Pew Research Center religious typology]

Generated description

Pew Research Center’s religious typology is a research framework that categorizes Americans into distinct religious and belief-based groups to better understand patterns in faith, practice, and attitudes across the population.

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

Target entity: Pew Research Center religious typology
Target entity description: Pew Research Center’s religious typology is a research framework that categorizes Americans into distinct religious and belief-based groups to better understand patterns in faith, practice, and attitudes across the population.

A. Center for the Study of World Religions
The Center for the Study of World Religions is an academic institute at Harvard dedicated to the scholarly and interdisciplinary study of global religious traditions and their contemporary significance.
B. Three Essays on Religion
Three Essays on Religion is a posthumously published collection of philosophical essays by John Stuart Mill that critically examines religious belief, theism, and the role of religion in moral life.
C. International Religious Freedom Report
The International Religious Freedom Report is an annual U.S. government publication that assesses and documents the state of religious freedom in countries around the world.
D. American civil religion
American civil religion is a set of shared, quasi-religious beliefs, symbols, and rituals that sacralize the nation and its institutions in the United States.
E. Program for the Evolution of Spirituality
The Program for the Evolution of Spirituality is a Harvard Divinity School initiative that explores and supports emerging forms of spiritual life and practice in contemporary society.
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_69a2e7e5c5bc8190a1dc8178218fba40`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2efbed5b88190a45716812eb4cfdf`	completed	Feb. 28, 2026, 1:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a44f59e9348190a53c1734b95bc2c3`	completed	March 1, 2026, 2:38 p.m.
NEDg	Description generation	`batch_69a44fb74a4481908538fa126571f803`	completed	March 1, 2026, 2:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69a45011a750819098d2ce4908439eb1`	completed	March 1, 2026, 2:41 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.