Triple

T5836517

Position	Surface form	Disambiguated ID	Type / Status
Subject	San Francisco Municipal Transportation Agency	`E129483`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Human Resources Division The Human Resources Division is the department within the San Francisco Municipal Transportation Agency responsible for managing employee recruitment, development, labor relations, and personnel policies.	`E551942`	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: Human Resources Division | Statement: [San Francisco Municipal Transportation Agency, hasDivision, Human Resources Division]

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

Target entity: Human Resources Division
Context triple: [San Francisco Municipal Transportation Agency, hasDivision, Human Resources Division]

A. Human Resources Division
The Human Resources Division is the unit within the Oregon Judicial Department responsible for managing personnel policies, staffing, employee relations, and related workforce services for the state court system.
B. Division of Human Resources
The Division of Human Resources is the unit within the Indiana Department of Natural Resources responsible for managing personnel, staffing, and employee services for the agency.
C. Human Resources Management Department
The Human Resources Management Department is the organizational unit responsible for overseeing staffing, personnel policies, and employee development within the ITU General Secretariat.
D. Human Resources Directorate
The Human Resources Directorate is the NATO International Staff division responsible for managing personnel policies, staffing, and workforce development within the Alliance’s civilian structure.
E. Office of Human Resources
The Office of Human Resources is the division within the Oregon Department of Human Services responsible for managing workforce-related functions such as hiring, employee relations, benefits, and staff development.
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: Human Resources Division
Triple: [San Francisco Municipal Transportation Agency, hasDivision, Human Resources Division]

Generated description

The Human Resources Division is the department within the San Francisco Municipal Transportation Agency responsible for managing employee recruitment, development, labor relations, and personnel policies.

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

Target entity: Human Resources Division
Target entity description: The Human Resources Division is the department within the San Francisco Municipal Transportation Agency responsible for managing employee recruitment, development, labor relations, and personnel policies.

A. Human Resources Division
The Human Resources Division is the unit within the Oregon Judicial Department responsible for managing personnel policies, staffing, employee relations, and related workforce services for the state court system.
B. Division of Human Resources
The Division of Human Resources is the unit within the Indiana Department of Natural Resources responsible for managing personnel, staffing, and employee services for the agency.
C. Human Resources Management Department
The Human Resources Management Department is the organizational unit responsible for overseeing staffing, personnel policies, and employee development within the ITU General Secretariat.
D. Human Resources Directorate
The Human Resources Directorate is the NATO International Staff division responsible for managing personnel policies, staffing, and workforce development within the Alliance’s civilian structure.
E. Office of Human Resources
The Office of Human Resources is the division within the Oregon Department of Human Services responsible for managing workforce-related functions such as hiring, employee relations, benefits, and staff development.
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_69c0084af79c81908af128ccc29983d0`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c034a48750819099ae917ae2b54e6d`	completed	March 22, 2026, 6:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0a19a6554819086cdae499f4d2247`	completed	March 23, 2026, 2:12 a.m.
NEDg	Description generation	`batch_69c0a5ce005c8190a7da8d337caa089c`	completed	March 23, 2026, 2:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0a62cadf481909007a2a16cd36dbf`	completed	March 23, 2026, 2:32 a.m.

Created at: March 22, 2026, 3:54 p.m.