Triple

T13142657

Position	Surface form	Disambiguated ID	Type / Status
Subject	Houston City Hall	`E312247`	entity
Predicate	contains	`P35`	FINISHED
Object	Mayor’s Office of Economic Development The Mayor’s Office of Economic Development is a municipal department in Houston responsible for promoting business growth, attracting investment, and supporting the city’s overall economic vitality.	`E1024992`	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: Mayor’s Office of Economic Development | Statement: [Houston City Hall, contains, Mayor’s Office of Economic Development]

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

Target entity: Mayor’s Office of Economic Development
Context triple: [Houston City Hall, contains, Mayor’s Office of Economic Development]

A. Department of Economic Development
The Department of Economic Development was a former Isle of Man government department responsible for promoting economic growth, business support, and inward investment before its functions were absorbed into the Department for Enterprise.
B. Executive Office of Economic Development
The Executive Office of Economic Development is a Massachusetts state agency responsible for promoting economic growth, business development, and job creation across the Commonwealth.
C. Mayor's Office of Operations
The Mayor's Office of Operations is a New York City mayoral agency responsible for monitoring, coordinating, and improving the performance and efficiency of city government services and initiatives.
D. Office of Economic and Development Affairs
The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
E. Office of the Deputy Mayor for Planning and Economic Development
The Office of the Deputy Mayor for Planning and Economic Development is a District of Columbia government agency responsible for coordinating citywide economic development, land use planning, and investment initiatives to promote growth and revitalization.
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: Mayor’s Office of Economic Development
Triple: [Houston City Hall, contains, Mayor’s Office of Economic Development]

Generated description

The Mayor’s Office of Economic Development is a municipal department in Houston responsible for promoting business growth, attracting investment, and supporting the city’s overall economic vitality.

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

Target entity: Mayor’s Office of Economic Development
Target entity description: The Mayor’s Office of Economic Development is a municipal department in Houston responsible for promoting business growth, attracting investment, and supporting the city’s overall economic vitality.

A. Department of Economic Development
The Department of Economic Development was a former Isle of Man government department responsible for promoting economic growth, business support, and inward investment before its functions were absorbed into the Department for Enterprise.
B. Executive Office of Economic Development
The Executive Office of Economic Development is a Massachusetts state agency responsible for promoting economic growth, business development, and job creation across the Commonwealth.
C. Mayor's Office of Operations
The Mayor's Office of Operations is a New York City mayoral agency responsible for monitoring, coordinating, and improving the performance and efficiency of city government services and initiatives.
D. Office of Economic and Development Affairs
The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
E. Office of the Deputy Mayor for Planning and Economic Development
The Office of the Deputy Mayor for Planning and Economic Development is a District of Columbia government agency responsible for coordinating citywide economic development, land use planning, and investment initiatives to promote growth and revitalization.
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_69d806aabde48190899e13e41659cae5`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69d981d24da48190b99e713878e8d003`	completed	April 10, 2026, 11:03 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6eae4a87881908be57e15f001c904`	completed	May 3, 2026, 6:27 a.m.
NEDg	Description generation	`batch_69f6f05a3dd48190a8b2c52f64a2edd0`	completed	May 3, 2026, 6:51 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6f1a7c8108190a9668d2f0bb634b1`	completed	May 3, 2026, 6:56 a.m.

Created at: April 9, 2026, 9:10 p.m.