Triple

T3758954

Position	Surface form	Disambiguated ID	Type / Status
Subject	Library of Congress Linked Data Service	`E82115`	entity
Predicate	hasPart	`P35`	FINISHED
Object	MARC Geographic Areas MARC Geographic Areas is a standardized code list used in library cataloging to represent geographic locations in MARC records.	`E386981`	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: MARC Geographic Areas | Statement: [Library of Congress Linked Data Service, hasPart, MARC Geographic Areas]

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

Target entity: MARC Geographic Areas
Context triple: [Library of Congress Linked Data Service, hasPart, MARC Geographic Areas]

A. U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
B. United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
C. United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
D. Geographic Names Information System
The Geographic Names Information System is the official federal database of geographic feature names in the United States, providing standardized names and related information for use in maps and government publications.
E. MapInfo Professional
MapInfo Professional is a desktop geographic information system (GIS) software application used for mapping, spatial analysis, and visualization of geographic data.
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: MARC Geographic Areas
Triple: [Library of Congress Linked Data Service, hasPart, MARC Geographic Areas]

Generated description

MARC Geographic Areas is a standardized code list used in library cataloging to represent geographic locations in MARC records.

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

Target entity: MARC Geographic Areas
Target entity description: MARC Geographic Areas is a standardized code list used in library cataloging to represent geographic locations in MARC records.

A. U.S. Census Bureau regions and divisions
U.S. Census Bureau regions and divisions are a standardized geographic classification system that groups U.S. states into larger regions and smaller divisions for statistical and analytical purposes.
B. United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
C. United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
D. Geographic Names Information System
The Geographic Names Information System is the official federal database of geographic feature names in the United States, providing standardized names and related information for use in maps and government publications.
E. MapInfo Professional
MapInfo Professional is a desktop geographic information system (GIS) software application used for mapping, spatial analysis, and visualization of geographic data.
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_69ad8b1db40081908b61ffa6b78afd4d`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69adcbc20b20819095fedf803aadc53a`	completed	March 8, 2026, 7:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4e5133ba48190a18ea170e3b9e1cd`	completed	March 14, 2026, 4:33 a.m.
NEDg	Description generation	`batch_69b4e62d284881908531b93645649f45`	completed	March 14, 2026, 4:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4ea2b19e48190864d2114603865ed`	completed	March 14, 2026, 4:55 a.m.

Created at: March 8, 2026, 3:35 p.m.