Triple
T12306817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Outer Ring Road, Bangalore |
E293373
|
entity |
| Predicate | connectsArea |
P2564
|
FINISHED |
| Object |
Manyata Tech Park area
Manyata Tech Park area is a major IT and business hub in Bangalore known for its large technology parks, corporate offices, and supporting commercial and residential developments.
|
E973174
|
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: Manyata Tech Park area | Statement: [Outer Ring Road, Bangalore, connectsArea, Manyata Tech Park area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manyata Tech Park area Context triple: [Outer Ring Road, Bangalore, connectsArea, Manyata Tech Park area]
-
A.
International Tech Park Bangalore
International Tech Park Bangalore is a major technology and business park in Bengaluru that hosts numerous multinational IT and software companies.
-
B.
Mindspace IT Park
Mindspace IT Park is a major commercial and technology hub in Hyderabad, India, housing numerous multinational IT and software companies.
-
C.
Raheja IT Park
Raheja IT Park is a major commercial technology hub in Hyderabad’s HITEC City, housing numerous IT and software companies in a modern business campus.
-
D.
Laguna Technopark
Laguna Technopark is a major industrial and economic zone in Laguna, Philippines, hosting numerous manufacturing and technology companies and serving as a key driver of regional development.
-
E.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
- 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: Manyata Tech Park area Triple: [Outer Ring Road, Bangalore, connectsArea, Manyata Tech Park area]
Generated description
Manyata Tech Park area is a major IT and business hub in Bangalore known for its large technology parks, corporate offices, and supporting commercial and residential developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manyata Tech Park area Target entity description: Manyata Tech Park area is a major IT and business hub in Bangalore known for its large technology parks, corporate offices, and supporting commercial and residential developments.
-
A.
International Tech Park Bangalore
International Tech Park Bangalore is a major technology and business park in Bengaluru that hosts numerous multinational IT and software companies.
-
B.
Mindspace IT Park
Mindspace IT Park is a major commercial and technology hub in Hyderabad, India, housing numerous multinational IT and software companies.
-
C.
Raheja IT Park
Raheja IT Park is a major commercial technology hub in Hyderabad’s HITEC City, housing numerous IT and software companies in a modern business campus.
-
D.
Laguna Technopark
Laguna Technopark is a major industrial and economic zone in Laguna, Philippines, hosting numerous manufacturing and technology companies and serving as a key driver of regional development.
-
E.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
- 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_69d6ab6a2b50819082f6aedd32ed608a |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f00695c8190b7365e4593631690 |
completed | April 10, 2026, 6:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e8243d48190baf25b2927de6c62 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f5d746c8190b5b0edfc4832bc6c |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62041f2408190ad320fec5283abdd |
completed | May 2, 2026, 4:03 p.m. |
Created at: April 8, 2026, 9:53 p.m.