Triple

T5711094

Position	Surface form	Disambiguated ID	Type / Status
Subject	Faculty of Land and Food Systems	`E125909`	entity
Predicate	offersFieldOfStudy	`P2582`	FINISHED
Object	Global Resource Systems Global Resource Systems is an interdisciplinary academic program focused on the sustainable management and governance of natural resources and food systems at global and local scales.	`E541557`	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: Global Resource Systems | Statement: [Faculty of Land and Food Systems, offersFieldOfStudy, Global Resource Systems]

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

Target entity: Global Resource Systems
Context triple: [Faculty of Land and Food Systems, offersFieldOfStudy, Global Resource Systems]

A. Natural Resources Development Corporation
The Natural Resources Development Corporation is a government-owned corporation in the Philippines that undertakes the commercial development, management, and marketing of the country’s natural resources under the Department of Environment and Natural Resources.
B. Environmental Tectonics Corporation
Environmental Tectonics Corporation is a technology company specializing in simulation, training, and environmental control systems, particularly for aerospace, defense, and medical applications.
C. Rockwell Group
Rockwell Group is a renowned New York–based architecture and design firm known for its innovative, experience-driven projects across hospitality, entertainment, and cultural spaces worldwide.
D. Golder Associates
Golder Associates is a global consulting firm specializing in earth, environment, and energy services, known for its expertise in geotechnical engineering and environmental consulting.
E. ONR Global
ONR Global is the international arm of the U.S. Office of Naval Research that fosters and funds scientific collaboration and innovation with partners around the world to support naval and marine technologies.
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: Global Resource Systems
Triple: [Faculty of Land and Food Systems, offersFieldOfStudy, Global Resource Systems]

Generated description

Global Resource Systems is an interdisciplinary academic program focused on the sustainable management and governance of natural resources and food systems at global and local scales.

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

Target entity: Global Resource Systems
Target entity description: Global Resource Systems is an interdisciplinary academic program focused on the sustainable management and governance of natural resources and food systems at global and local scales.

A. Natural Resources Development Corporation
The Natural Resources Development Corporation is a government-owned corporation in the Philippines that undertakes the commercial development, management, and marketing of the country’s natural resources under the Department of Environment and Natural Resources.
B. Environmental Tectonics Corporation
Environmental Tectonics Corporation is a technology company specializing in simulation, training, and environmental control systems, particularly for aerospace, defense, and medical applications.
C. Rockwell Group
Rockwell Group is a renowned New York–based architecture and design firm known for its innovative, experience-driven projects across hospitality, entertainment, and cultural spaces worldwide.
D. Golder Associates
Golder Associates is a global consulting firm specializing in earth, environment, and energy services, known for its expertise in geotechnical engineering and environmental consulting.
E. ONR Global
ONR Global is the international arm of the U.S. Office of Naval Research that fosters and funds scientific collaboration and innovation with partners around the world to support naval and marine technologies.
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_69c0082d6fe48190b777fb383769e5c8`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0248df1a8819091e9f3c80dba3f54`	completed	March 22, 2026, 5:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c05a72181081909209a38c3ff7460b`	completed	March 22, 2026, 9:09 p.m.
NEDg	Description generation	`batch_69c05cd2dea88190bc79ca0a7709e7ca`	completed	March 22, 2026, 9:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69c05d8c85f88190a1a962794eeecd8d`	completed	March 22, 2026, 9:22 p.m.

Created at: March 22, 2026, 3:46 p.m.