Triple

T9537401

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of the City of Philadelphia	`E230052`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Philadelphia Office of Homeless Services The Philadelphia Office of Homeless Services is the municipal agency responsible for planning, coordinating, and delivering services and housing solutions for people experiencing homelessness in Philadelphia.	`E804893`	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: Philadelphia Office of Homeless Services | Statement: [Government of the City of Philadelphia, hasAgency, Philadelphia Office of Homeless Services]

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

Target entity: Philadelphia Office of Homeless Services
Context triple: [Government of the City of Philadelphia, hasAgency, Philadelphia Office of Homeless Services]

A. Philadelphia Office of Public Engagement
The Philadelphia Office of Public Engagement is a city agency that connects residents with local government through outreach, community partnerships, and public participation initiatives.
B. Pennsylvania Department of Human Services
The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
C. Philadelphia Managing Director’s Office
The Philadelphia Managing Director’s Office is a key executive agency in city government responsible for coordinating and managing the delivery of municipal services and operations across Philadelphia.
D. Government of the City of Philadelphia
The Government of the City of Philadelphia is the municipal administration responsible for governing Philadelphia, Pennsylvania, through its executive, legislative, and related public service departments and agencies.
E. Philadelphia Housing Authority
The Philadelphia Housing Authority is the municipal agency responsible for developing, managing, and providing affordable public housing and related services for low-income residents in Philadelphia, Pennsylvania.
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: Philadelphia Office of Homeless Services
Triple: [Government of the City of Philadelphia, hasAgency, Philadelphia Office of Homeless Services]

Generated description

The Philadelphia Office of Homeless Services is the municipal agency responsible for planning, coordinating, and delivering services and housing solutions for people experiencing homelessness in Philadelphia.

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

Target entity: Philadelphia Office of Homeless Services
Target entity description: The Philadelphia Office of Homeless Services is the municipal agency responsible for planning, coordinating, and delivering services and housing solutions for people experiencing homelessness in Philadelphia.

A. Philadelphia Office of Public Engagement
The Philadelphia Office of Public Engagement is a city agency that connects residents with local government through outreach, community partnerships, and public participation initiatives.
B. Pennsylvania Department of Human Services
The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
C. Philadelphia Managing Director’s Office
The Philadelphia Managing Director’s Office is a key executive agency in city government responsible for coordinating and managing the delivery of municipal services and operations across Philadelphia.
D. Government of the City of Philadelphia
The Government of the City of Philadelphia is the municipal administration responsible for governing Philadelphia, Pennsylvania, through its executive, legislative, and related public service departments and agencies.
E. Philadelphia Housing Authority
The Philadelphia Housing Authority is the municipal agency responsible for developing, managing, and providing affordable public housing and related services for low-income residents in Philadelphia, Pennsylvania.
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_69ca847b1b3081908f72bc932c17cc41`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd98ce884c8190a8b3c2dc7c73c2c9`	completed	April 1, 2026, 10:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d14c5684308190a9cb2942f7d2f2b0`	completed	April 4, 2026, 5:37 p.m.
NEDg	Description generation	`batch_69d14ce2abe48190b554d08ca34508b0`	completed	April 4, 2026, 5:39 p.m.
NED2	Entity disambiguation (via description)	`batch_69d14d6abc9481909401a8cc097c304d`	completed	April 4, 2026, 5:42 p.m.

Created at: March 30, 2026, 8:01 p.m.