Triple
T9744112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vikram Sarabhai |
E236261
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Operations Research Group
Operations Research Group was one of India’s earliest professional organizations dedicated to applying quantitative and analytical methods to industrial and managerial decision-making.
|
E817821
|
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: Operations Research Group | Statement: [Vikram Sarabhai, founded, Operations Research Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Operations Research Group Context triple: [Vikram Sarabhai, founded, Operations Research Group]
-
A.
Centre for Operational Research and Logistics
The Centre for Operational Research and Logistics is a research unit at the University of Portsmouth focused on applying advanced analytical, mathematical, and computational methods to improve decision-making and efficiency in complex logistical and operational systems.
-
B.
Intelligence Group
Intelligence Group is a specialized unit of the Philippine National Police responsible for gathering, analyzing, and disseminating intelligence to support law enforcement and national security operations.
-
C.
Research and Analysis Branch
The Research and Analysis Branch was the intelligence analysis arm of the U.S. Office of Strategic Services during World War II, responsible for gathering, interpreting, and reporting strategic information.
-
D.
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.
-
E.
Systems Research Laboratories
Systems Research Laboratories was a technology and defense research company known for advanced engineering and systems development work in areas such as electronics and aerospace.
- 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: Operations Research Group Triple: [Vikram Sarabhai, founded, Operations Research Group]
Generated description
Operations Research Group was one of India’s earliest professional organizations dedicated to applying quantitative and analytical methods to industrial and managerial decision-making.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Operations Research Group Target entity description: Operations Research Group was one of India’s earliest professional organizations dedicated to applying quantitative and analytical methods to industrial and managerial decision-making.
-
A.
Centre for Operational Research and Logistics
The Centre for Operational Research and Logistics is a research unit at the University of Portsmouth focused on applying advanced analytical, mathematical, and computational methods to improve decision-making and efficiency in complex logistical and operational systems.
-
B.
Intelligence Group
Intelligence Group is a specialized unit of the Philippine National Police responsible for gathering, analyzing, and disseminating intelligence to support law enforcement and national security operations.
-
C.
Research and Analysis Branch
The Research and Analysis Branch was the intelligence analysis arm of the U.S. Office of Strategic Services during World War II, responsible for gathering, interpreting, and reporting strategic information.
-
D.
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.
-
E.
Systems Research Laboratories
Systems Research Laboratories was a technology and defense research company known for advanced engineering and systems development work in areas such as electronics and aerospace.
- 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_69ca84d3e24481908a476e2231123cf9 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9f2e5bb081908047e3bf5fe3991c |
completed | April 1, 2026, 10:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1affb761881908dde9a4f028c32f6 |
completed | April 5, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d1b0f7a68481909de080dd78f883a8 |
completed | April 5, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1b17bd97c8190b77815db5a6a70d9 |
completed | April 5, 2026, 12:49 a.m. |
Created at: March 30, 2026, 8:23 p.m.