Triple
T18844633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Digital India |
E460884
|
entity |
| Predicate | includesProgramme |
P6928
|
FINISHED |
| Object |
Electronics Manufacturing Clusters
Electronics Manufacturing Clusters are specialized industrial zones in India designed to promote and support large-scale electronics production through shared infrastructure, incentives, and ecosystem development.
|
E1346212
|
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: Electronics Manufacturing Clusters | Statement: [Digital India, includesProgramme, Electronics Manufacturing Clusters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Electronics Manufacturing Clusters Context triple: [Digital India, includesProgramme, Electronics Manufacturing Clusters]
-
A.
Industrial Dynamics
Industrial Dynamics is a foundational book by Jay Forrester that established the field of system dynamics by analyzing how feedback processes drive behavior in industrial and economic systems.
-
B.
Technology, Manufacturing and Mining
Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
-
C.
Semiconductor Equipment & Materials
Semiconductor Equipment & Materials is an industry segment that provides the specialized machinery, tools, and raw materials used to manufacture semiconductor devices and integrated circuits.
-
D.
Electronics Business Group
Electronics Business Group is a division of NGK Insulators that focuses on developing and supplying electronic components and related technologies.
-
E.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
- 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: Electronics Manufacturing Clusters Triple: [Digital India, includesProgramme, Electronics Manufacturing Clusters]
Generated description
Electronics Manufacturing Clusters are specialized industrial zones in India designed to promote and support large-scale electronics production through shared infrastructure, incentives, and ecosystem development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Electronics Manufacturing Clusters Target entity description: Electronics Manufacturing Clusters are specialized industrial zones in India designed to promote and support large-scale electronics production through shared infrastructure, incentives, and ecosystem development.
-
A.
Industrial Dynamics
Industrial Dynamics is a foundational book by Jay Forrester that established the field of system dynamics by analyzing how feedback processes drive behavior in industrial and economic systems.
-
B.
Technology, Manufacturing and Mining
Technology, Manufacturing and Mining is a sector-focused division of Mubadala Investment Company that manages and develops the firm’s global investments in advanced industries, industrial production, and resource extraction.
-
C.
Semiconductor Equipment & Materials
Semiconductor Equipment & Materials is an industry segment that provides the specialized machinery, tools, and raw materials used to manufacture semiconductor devices and integrated circuits.
-
D.
Electronics Business Group
Electronics Business Group is a division of NGK Insulators that focuses on developing and supplying electronic components and related technologies.
-
E.
Engineering and Manufacturing
Engineering and Manufacturing is an academic division focused on preparing students for technical and industrial careers in fields such as engineering technologies, advanced manufacturing, and related applied sciences.
- 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_69d8dcfa11e4819090ab1ef5bdcd2b2e |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5b8ed944c81908592f0c34e5727a0 |
completed | April 20, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a056771ae7481909f8ae1ea8a00f559 |
completed | May 14, 2026, 6:10 a.m. |
| NEDg | Description generation | batch_6a056f5d7c68819095e8dc260e15a9d9 |
completed | May 14, 2026, 6:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a056fddc2f88190b1e57896292fe6af |
completed | May 14, 2026, 6:46 a.m. |
Created at: April 10, 2026, 11:56 a.m.