Triple
T22811556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Development Economics Vice Presidency of the World Bank |
E564690
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Development Research Group
The Development Research Group is the World Bank’s principal research unit that conducts rigorous economic analysis to inform development policy and practice worldwide.
|
E1555433
|
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: Development Research Group | Statement: [Development Economics Vice Presidency of the World Bank, hasPart, Development Research Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Development Research Group Context triple: [Development Economics Vice Presidency of the World Bank, hasPart, Development Research Group]
-
A.
DevTech Research Group
DevTech Research Group is an educational research lab at Tufts University focused on designing and studying innovative technologies and curricula that support young children’s learning and development, particularly in early computing and STEM.
-
B.
Sogeti
Sogeti is a professional services and technology consulting company specializing in IT and engineering solutions, operating as a subsidiary of Capgemini.
-
C.
Digital Research, Inc.
Digital Research, Inc. was a pioneering software company best known for creating the CP/M family of operating systems, which were widely used on early microcomputers before the rise of MS-DOS.
-
D.
Status Research & Development GmbH
Status Research & Development GmbH is a blockchain-focused software company known for building decentralized infrastructure and tools for the Ethereum ecosystem.
-
E.
Development Design Group
Development Design Group is an international planning, architecture, and design firm known for creating large-scale mixed-use, retail, and waterfront developments.
- 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: Development Research Group Triple: [Development Economics Vice Presidency of the World Bank, hasPart, Development Research Group]
Generated description
The Development Research Group is the World Bank’s principal research unit that conducts rigorous economic analysis to inform development policy and practice worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Development Research Group Target entity description: The Development Research Group is the World Bank’s principal research unit that conducts rigorous economic analysis to inform development policy and practice worldwide.
-
A.
DevTech Research Group
DevTech Research Group is an educational research lab at Tufts University focused on designing and studying innovative technologies and curricula that support young children’s learning and development, particularly in early computing and STEM.
-
B.
Sogeti
Sogeti is a professional services and technology consulting company specializing in IT and engineering solutions, operating as a subsidiary of Capgemini.
-
C.
Digital Research, Inc.
Digital Research, Inc. was a pioneering software company best known for creating the CP/M family of operating systems, which were widely used on early microcomputers before the rise of MS-DOS.
-
D.
Status Research & Development GmbH
Status Research & Development GmbH is a blockchain-focused software company known for building decentralized infrastructure and tools for the Ethereum ecosystem.
-
E.
Development Design Group
Development Design Group is an international planning, architecture, and design firm known for creating large-scale mixed-use, retail, and waterfront developments.
- 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_69e245823f4c8190ade442cdcc2c224a |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17d60f5948190b624b2dab04cbe63 |
completed | April 29, 2026, 3:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9ea1d6308190bf37f8a37d5be5f6 |
completed | May 18, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_6a0ba0aa6b04819097d75601cb25c6ef |
completed | May 18, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba149b79c8190abfd2b285f8e3e3c |
completed | May 18, 2026, 11:31 p.m. |
Created at: April 17, 2026, 3:32 p.m.