Triple

T6310206
Position Surface form Disambiguated ID Type / Status
Subject Ambridge E141478 entity
Predicate formerlyOccupiedBy P7727 FINISHED
Object Harmony Society
The Harmony Society was a 19th-century German-American religious communal group known for its pietist beliefs, celibate lifestyle, and prosperous utopian settlements in the United States.
E584401 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: Harmony Society | Statement: [Ambridge, formerlyOccupiedBy, Harmony Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harmony Society
Context triple: [Ambridge, formerlyOccupiedBy, Harmony Society]
  • A. Fruitlands utopian community
    Fruitlands utopian community was a short-lived 1840s Transcendentalist agrarian commune in Massachusetts that sought to create a spiritually and ethically pure society through simple living, vegetarianism, and radical self-reliance.
  • B. Colonies of Benevolence
    The Colonies of Benevolence are a group of 19th-century agricultural settlements in Belgium and the Netherlands created as a social experiment to combat poverty through rural labor and communal living.
  • C. Brook Farm
    Brook Farm was a 19th-century transcendentalist utopian community in Massachusetts that sought to combine intellectual pursuits with cooperative agricultural labor.
  • D. Cochrane Commune
    Cochrane Commune is a sparsely populated administrative area in Chilean Patagonia known for its rugged landscapes, lakes, and proximity to remote Andean wilderness.
  • E. Federation of Egalitarian Communities
    The Federation of Egalitarian Communities is a network of income-sharing, cooperative intentional communities committed to egalitarian values, collective ownership, and non-exploitative social and economic relationships.
  • 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: Harmony Society
Triple: [Ambridge, formerlyOccupiedBy, Harmony Society]
Generated description
The Harmony Society was a 19th-century German-American religious communal group known for its pietist beliefs, celibate lifestyle, and prosperous utopian settlements in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harmony Society
Target entity description: The Harmony Society was a 19th-century German-American religious communal group known for its pietist beliefs, celibate lifestyle, and prosperous utopian settlements in the United States.
  • A. Fruitlands utopian community
    Fruitlands utopian community was a short-lived 1840s Transcendentalist agrarian commune in Massachusetts that sought to create a spiritually and ethically pure society through simple living, vegetarianism, and radical self-reliance.
  • B. Colonies of Benevolence
    The Colonies of Benevolence are a group of 19th-century agricultural settlements in Belgium and the Netherlands created as a social experiment to combat poverty through rural labor and communal living.
  • C. Brook Farm
    Brook Farm was a 19th-century transcendentalist utopian community in Massachusetts that sought to combine intellectual pursuits with cooperative agricultural labor.
  • D. Cochrane Commune
    Cochrane Commune is a sparsely populated administrative area in Chilean Patagonia known for its rugged landscapes, lakes, and proximity to remote Andean wilderness.
  • E. Federation of Egalitarian Communities
    The Federation of Egalitarian Communities is a network of income-sharing, cooperative intentional communities committed to egalitarian values, collective ownership, and non-exploitative social and economic relationships.
  • 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_69c008d00efc8190a36c05b4b4a3bf4b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0648074b081908ba661651ba705a7 completed March 22, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e45a924081909a1190ce2987b16d completed March 27, 2026, 1:58 a.m.
NEDg Description generation batch_69c5e83baa8c819083ac5d8ed402f8b9 completed March 27, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c5e8cf4f7881908ede524ba24c1c9a completed March 27, 2026, 2:17 a.m.
Created at: March 22, 2026, 4:28 p.m.