Triple
T11970146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ronald Lippitt |
E284895
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
Planned Change in a Community
"Planned Change in a Community" is a foundational work in community psychology and organizational development that outlines systematic approaches for guiding and managing intentional social change at the community level.
|
E956407
|
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: Planned Change in a Community | Statement: [Ronald Lippitt, authorOf, Planned Change in a Community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Planned Change in a Community Context triple: [Ronald Lippitt, authorOf, Planned Change in a Community]
-
A.
Plan of State Transformation
Plan of State Transformation is a seminal early-19th-century Russian reform project by statesman Mikhail Speransky that proposed comprehensive modernization and constitutional restructuring of the Russian Empire’s government.
-
B.
New Communities Program
The New Communities Program was a U.S. federal initiative aimed at fostering the development of planned, self-sufficient communities to address urban problems and promote better housing and living environments.
-
C.
Centre for Social Change
The Centre for Social Change is a research institute at the University of Johannesburg focused on studying and promoting social transformation, democracy, and collective action in South Africa and beyond.
-
D.
Community Action Program
The Community Action Program was a key War on Poverty initiative in the United States that funded local agencies to combat poverty through community-based services and citizen participation.
-
E.
Community Revitalization Section
The Community Revitalization Section is a division of Fairfax County’s planning department that focuses on guiding and supporting the renewal, redevelopment, and economic vitality of older commercial and mixed-use areas in the county.
- 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: Planned Change in a Community Triple: [Ronald Lippitt, authorOf, Planned Change in a Community]
Generated description
"Planned Change in a Community" is a foundational work in community psychology and organizational development that outlines systematic approaches for guiding and managing intentional social change at the community level.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Planned Change in a Community Target entity description: "Planned Change in a Community" is a foundational work in community psychology and organizational development that outlines systematic approaches for guiding and managing intentional social change at the community level.
-
A.
Plan of State Transformation
Plan of State Transformation is a seminal early-19th-century Russian reform project by statesman Mikhail Speransky that proposed comprehensive modernization and constitutional restructuring of the Russian Empire’s government.
-
B.
New Communities Program
The New Communities Program was a U.S. federal initiative aimed at fostering the development of planned, self-sufficient communities to address urban problems and promote better housing and living environments.
-
C.
Centre for Social Change
The Centre for Social Change is a research institute at the University of Johannesburg focused on studying and promoting social transformation, democracy, and collective action in South Africa and beyond.
-
D.
Community Action Program
The Community Action Program was a key War on Poverty initiative in the United States that funded local agencies to combat poverty through community-based services and citizen participation.
-
E.
Community Revitalization Section
The Community Revitalization Section is a division of Fairfax County’s planning department that focuses on guiding and supporting the renewal, redevelopment, and economic vitality of older commercial and mixed-use areas in the county.
- 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_69d6ab2eaeb881909f7914758f859413 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9037bee54819085242a3ef3e286f9 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f459691ff0819099282172933d2d81 |
completed | May 1, 2026, 7:42 a.m. |
| NEDg | Description generation | batch_69f4645ef63881909b46937f73d637a3 |
completed | May 1, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f465be4db08190882898a17d077019 |
completed | May 1, 2026, 8:35 a.m. |
Created at: April 8, 2026, 9:46 p.m.