Triple

T29447035

Position	Surface form	Disambiguated ID	Type / Status
Subject	University of Oxford Department of Economics	`E746879`	entity
Predicate	offersProgram	`P178`	FINISHED
Object	MSc in Economics for Development The MSc in Economics for Development is a graduate program at the University of Oxford that trains students in rigorous economic analysis focused on issues of poverty, growth, and development policy in low- and middle-income countries.	`E1865967`	NE FINISHED

How this triple was built (2 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: MSc in Economics for Development | Statement: [University of Oxford Department of Economics, offersProgram, MSc in Economics for Development]

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: MSc in Economics for Development
Triple: [University of Oxford Department of Economics, offersProgram, MSc in Economics for Development]

Generated description

The MSc in Economics for Development is a graduate program at the University of Oxford that trains students in rigorous economic analysis focused on issues of poverty, growth, and development policy in low- and middle-income countries.

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_69f0a7a230488190b44a97fe3d16f731`	completed	April 28, 2026, 12:27 p.m.
NER	Named-entity recognition	`batch_69f66b21ea908190ae69b3f802fadab1`	completed	May 2, 2026, 9:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a25d93b4e4081909115db1a67f5d155`	completed	June 7, 2026, 8:48 p.m.
NEDg	Description generation	`batch_6a25ddc9250c81909699e77c8632f6a4`	completed	June 7, 2026, 9:08 p.m.
NED2	Entity disambiguation (via description)	`batch_6a25de928df48190978f5b3b317a955d`	completed	June 7, 2026, 9:11 p.m.

Created at: April 28, 2026, 3:28 p.m.