Triple
T542650
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bengaluru |
E12663
|
entity |
| Predicate | hasITCluster |
P15476
|
FINISHED |
| Object |
Outer Ring Road IT corridor
The Outer Ring Road IT corridor is a major technology and business hub in Bengaluru, lined with large IT parks, multinational company offices, and supporting commercial infrastructure.
|
E68086
|
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: Outer Ring Road IT corridor | Statement: [Bengaluru, hasITCluster, Outer Ring Road IT corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Outer Ring Road IT corridor Context triple: [Bengaluru, hasITCluster, Outer Ring Road IT corridor]
-
A.
Ring Road, Delhi
Ring Road, Delhi is a major arterial circular highway encircling central parts of Delhi, connecting key landmarks, residential areas, and commercial hubs across the city.
-
B.
Yamuna Expressway
The Yamuna Expressway is a high-speed, six-lane toll road in northern India that connects Greater Noida with Agra, significantly reducing travel time between Delhi and the Taj Mahal region.
-
C.
Agra–Lucknow Expressway
The Agra–Lucknow Expressway is a major six-lane, access-controlled expressway in India that significantly reduces travel time between Agra and the state capital Lucknow and serves as a key transport and economic corridor in Uttar Pradesh.
-
D.
Purvanchal Expressway
Purvanchal Expressway is a major access-controlled expressway in northern India that enhances connectivity across eastern Uttar Pradesh, linking rural regions with key urban and economic centers.
-
E.
Bundelkhand Expressway
Bundelkhand Expressway is a major access-controlled highway in India that connects the Bundelkhand region to key economic and administrative centers in Uttar Pradesh, improving regional connectivity and development.
- 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: Outer Ring Road IT corridor Triple: [Bengaluru, hasITCluster, Outer Ring Road IT corridor]
Generated description
The Outer Ring Road IT corridor is a major technology and business hub in Bengaluru, lined with large IT parks, multinational company offices, and supporting commercial infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Outer Ring Road IT corridor Target entity description: The Outer Ring Road IT corridor is a major technology and business hub in Bengaluru, lined with large IT parks, multinational company offices, and supporting commercial infrastructure.
-
A.
Ring Road, Delhi
Ring Road, Delhi is a major arterial circular highway encircling central parts of Delhi, connecting key landmarks, residential areas, and commercial hubs across the city.
-
B.
Yamuna Expressway
The Yamuna Expressway is a high-speed, six-lane toll road in northern India that connects Greater Noida with Agra, significantly reducing travel time between Delhi and the Taj Mahal region.
-
C.
Agra–Lucknow Expressway
The Agra–Lucknow Expressway is a major six-lane, access-controlled expressway in India that significantly reduces travel time between Agra and the state capital Lucknow and serves as a key transport and economic corridor in Uttar Pradesh.
-
D.
Purvanchal Expressway
Purvanchal Expressway is a major access-controlled expressway in northern India that enhances connectivity across eastern Uttar Pradesh, linking rural regions with key urban and economic centers.
-
E.
Bundelkhand Expressway
Bundelkhand Expressway is a major access-controlled highway in India that connects the Bundelkhand region to key economic and administrative centers in Uttar Pradesh, improving regional connectivity and development.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d278cf88190ad1368da91a7014f |
completed | March 1, 2026, 8:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4cc5d690881908742b313f28a0012 |
completed | March 1, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69a4cea9d11881908f4bac61c7e63e82 |
completed | March 1, 2026, 11:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4cf5649588190949250ee800d921f |
completed | March 1, 2026, 11:44 p.m. |
Created at: March 1, 2026, 7:32 p.m.