Triple

T1550383

Position	Surface form	Disambiguated ID	Type / Status
Subject	Science and Engineering Indicators report	`E33076`	entity
Predicate	producedBy	`P490`	FINISHED
Object	NCSES NCSES (the National Center for Science and Engineering Statistics) is a U.S. federal statistical agency that collects, analyzes, and disseminates data on the nation’s science, engineering, technology, and R&D enterprise.	`E121783`	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: NCSES | Statement: [Science and Engineering Indicators report, producedBy, NCSES]

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

Target entity: NCSES
Context triple: [Science and Engineering Indicators report, producedBy, NCSES]

A. Science Resources Statistics, National Science Foundation
Science Resources Statistics at the National Science Foundation is a federal statistical agency responsible for collecting, analyzing, and disseminating data on the U.S. science and engineering enterprise.
B. Corporation for National Research Initiatives
The Corporation for National Research Initiatives is a U.S.-based nonprofit organization that conducts and supports advanced research and development in networking, information infrastructure, and related technologies.
C. NARIC Network
The NARIC Network is a European network of national centers that provide information and guidance on the recognition of foreign diplomas, degrees, and other academic qualifications.
D. Science and Engineering Indicators report
The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
E. National Science Foundation
The National Science Foundation is an independent U.S. government agency that funds and promotes fundamental research and education in all non-medical fields of science and engineering.
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: NCSES
Triple: [Science and Engineering Indicators report, producedBy, NCSES]

Generated description

NCSES (the National Center for Science and Engineering Statistics) is a U.S. federal statistical agency that collects, analyzes, and disseminates data on the nation’s science, engineering, technology, and R&D enterprise.

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

Target entity: NCSES
Target entity description: NCSES (the National Center for Science and Engineering Statistics) is a U.S. federal statistical agency that collects, analyzes, and disseminates data on the nation’s science, engineering, technology, and R&D enterprise.

A. Science Resources Statistics, National Science Foundation chosen
Science Resources Statistics at the National Science Foundation is a federal statistical agency responsible for collecting, analyzing, and disseminating data on the U.S. science and engineering enterprise.
B. Corporation for National Research Initiatives
The Corporation for National Research Initiatives is a U.S.-based nonprofit organization that conducts and supports advanced research and development in networking, information infrastructure, and related technologies.
C. NARIC Network
The NARIC Network is a European network of national centers that provide information and guidance on the recognition of foreign diplomas, degrees, and other academic qualifications.
D. Science and Engineering Indicators report
The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
E. National Science Foundation
The National Science Foundation is an independent U.S. government agency that funds and promotes fundamental research and education in all non-medical fields of science and engineering.
F. None of above.

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_69a885ee6db8819099502bc5ce8af881`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69a90858d91881909defc85ec7a22ab3`	completed	March 5, 2026, 4:36 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad30a29ae88190ab1b2ca97b8ed09c`	completed	March 8, 2026, 8:17 a.m.
NEDg	Description generation	`batch_69ad3196e92481909bd09e6c765a9698`	completed	March 8, 2026, 8:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad32391ed881909826a80a90f18cb4`	completed	March 8, 2026, 8:24 a.m.

Created at: March 4, 2026, 7:26 p.m.