Triple
T503607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ajay Banga |
E10452
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Ajaypal Singh Banga
Ajaypal Singh Banga is an Indian-American business executive and former Mastercard CEO who currently serves as President of the World Bank Group.
|
E63445
|
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: Ajaypal Singh Banga | Statement: [Ajay Banga, fullName, Ajaypal Singh Banga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ajaypal Singh Banga Context triple: [Ajay Banga, fullName, Ajaypal Singh Banga]
-
A.
Sanjiv Singh
Sanjiv Singh is a robotics researcher and professor known for his work in autonomous systems and field robotics at Carnegie Mellon University.
-
B.
Vijay Kumar
Vijay Kumar is a prominent roboticist and engineer known for his pioneering work in multi-robot systems and aerial robotics.
-
C.
Sanjay Gandhi
Sanjay Gandhi was a controversial Indian politician and influential figure during the Emergency period in the 1970s, widely seen as the political heir apparent within the Nehru–Gandhi family before his death in a plane crash.
-
D.
Pradip Krishen
Pradip Krishen is an Indian filmmaker-turned-environmentalist and naturalist known for his documentaries and influential work on urban ecology and tree mapping in India.
-
E.
Navdeep Jaitly
Navdeep Jaitly is a computer scientist and machine learning researcher known for his work in deep learning and speech recognition, including contributions made during his time at Google Brain.
- 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: Ajaypal Singh Banga Triple: [Ajay Banga, fullName, Ajaypal Singh Banga]
Generated description
Ajaypal Singh Banga is an Indian-American business executive and former Mastercard CEO who currently serves as President of the World Bank Group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ajaypal Singh Banga Target entity description: Ajaypal Singh Banga is an Indian-American business executive and former Mastercard CEO who currently serves as President of the World Bank Group.
-
A.
Sanjiv Singh
Sanjiv Singh is a robotics researcher and professor known for his work in autonomous systems and field robotics at Carnegie Mellon University.
-
B.
Vijay Kumar
Vijay Kumar is a prominent roboticist and engineer known for his pioneering work in multi-robot systems and aerial robotics.
-
C.
Sanjay Gandhi
Sanjay Gandhi was a controversial Indian politician and influential figure during the Emergency period in the 1970s, widely seen as the political heir apparent within the Nehru–Gandhi family before his death in a plane crash.
-
D.
Pradip Krishen
Pradip Krishen is an Indian filmmaker-turned-environmentalist and naturalist known for his documentaries and influential work on urban ecology and tree mapping in India.
-
E.
Navdeep Jaitly
Navdeep Jaitly is a computer scientist and machine learning researcher known for his work in deep learning and speech recognition, including contributions made during his time at Google Brain.
- 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_69a2e848adf881908e5e04f7af030093 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1357738819085eae6c10fa2fca9 |
completed | Feb. 28, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4984d3a4881909b4bec4c9b7dcd03 |
completed | March 1, 2026, 7:49 p.m. |
| NEDg | Description generation | batch_69a49c5d940c8190802f51ddd722913d |
completed | March 1, 2026, 8:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a49dc00084819088f75c7ff9d93f94 |
completed | March 1, 2026, 8:12 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.