Triple

T16992301

Position	Surface form	Disambiguated ID	Type / Status
Subject	City of Atlanta government	`E412221`	entity
Predicate	hasOffice	`P1268`	FINISHED
Object	Office of Sustainability The Office of Sustainability is a City of Atlanta government department responsible for developing and implementing policies and programs that advance the city’s environmental, energy, and climate goals.	`E1245050`	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: Office of Sustainability | Statement: [City of Atlanta government, hasOffice, Office of Sustainability]

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

Target entity: Office of Sustainability
Context triple: [City of Atlanta government, hasOffice, Office of Sustainability]

A. MIT Office of Sustainability
The MIT Office of Sustainability is a campus organization that advances MIT’s climate, resilience, and resource-efficiency goals through research-driven planning, partnerships, and operational initiatives.
B. School of Sustainability
The School of Sustainability is an academic unit focused on environmental and sustainability studies within the Herzliya Interdisciplinary Center in Israel.
C. Office of Sustainability and Environment (Seattle)
The Office of Sustainability and Environment (Seattle) is a municipal agency that leads the city’s efforts to advance environmental stewardship, climate action, and sustainable community development.
D. Doerr School of Sustainability
The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
E. Office of Resource Conservation
The Office of Resource Conservation is a division within the Illinois Department of Natural Resources responsible for managing and protecting the state’s natural habitats, wildlife, and related environmental resources.
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: Office of Sustainability
Triple: [City of Atlanta government, hasOffice, Office of Sustainability]

Generated description

The Office of Sustainability is a City of Atlanta government department responsible for developing and implementing policies and programs that advance the city’s environmental, energy, and climate goals.

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

Target entity: Office of Sustainability
Target entity description: The Office of Sustainability is a City of Atlanta government department responsible for developing and implementing policies and programs that advance the city’s environmental, energy, and climate goals.

A. MIT Office of Sustainability
The MIT Office of Sustainability is a campus organization that advances MIT’s climate, resilience, and resource-efficiency goals through research-driven planning, partnerships, and operational initiatives.
B. School of Sustainability
The School of Sustainability is an academic unit focused on environmental and sustainability studies within the Herzliya Interdisciplinary Center in Israel.
C. Office of Sustainability and Environment (Seattle)
The Office of Sustainability and Environment (Seattle) is a municipal agency that leads the city’s efforts to advance environmental stewardship, climate action, and sustainable community development.
D. Doerr School of Sustainability
The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
E. Office of Resource Conservation
The Office of Resource Conservation is a division within the Illinois Department of Natural Resources responsible for managing and protecting the state’s natural habitats, wildlife, and related environmental resources.
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_69d886cb581c8190ab05f4b429c9cd85`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d283d2388190a78bf8d179e83fdc`	completed	April 18, 2026, 6:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00dc14d5688190945f7ae72f724922`	completed	May 10, 2026, 7:27 p.m.
NEDg	Description generation	`batch_6a0114d5aeb0819086f1a5d279ac0d0f`	completed	May 10, 2026, 11:29 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0115c967b0819088e2335fd45d755b`	completed	May 10, 2026, 11:33 p.m.

Created at: April 10, 2026, 5:32 a.m.