Triple
T16701898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mumbai–Pune route |
E405872
|
entity |
| Predicate | hasIndustrialAreaAlong |
P112395
|
FINISHED |
| Object |
Talegaon industrial area
Talegaon industrial area is a major manufacturing and logistics hub in Maharashtra, strategically located between Mumbai and Pune and home to numerous automotive and engineering industries.
|
E1228800
|
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: Talegaon industrial area | Statement: [Mumbai–Pune route, hasIndustrialAreaAlong, Talegaon industrial area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talegaon industrial area Context triple: [Mumbai–Pune route, hasIndustrialAreaAlong, Talegaon industrial area]
-
A.
Gajuwaka industrial area
Gajuwaka industrial area is a major industrial hub in Visakhapatnam, Andhra Pradesh, known for its concentration of heavy industries, manufacturing units, and related infrastructure.
-
B.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
C.
Bhiwadi Industrial Area
Bhiwadi Industrial Area is a major manufacturing and industrial hub in Rajasthan, India, known for its numerous factories and industrial units across sectors like automotive, textiles, and engineering.
-
D.
Naraina Industrial Area
Naraina Industrial Area is a major industrial and commercial hub in West Delhi, India, known for its manufacturing units, warehouses, and business establishments.
-
E.
Barhi industrial area
Barhi industrial area is a key industrial hub located in Haryana’s Sonipat district, hosting a range of manufacturing and commercial enterprises.
- 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: Talegaon industrial area Triple: [Mumbai–Pune route, hasIndustrialAreaAlong, Talegaon industrial area]
Generated description
Talegaon industrial area is a major manufacturing and logistics hub in Maharashtra, strategically located between Mumbai and Pune and home to numerous automotive and engineering industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talegaon industrial area Target entity description: Talegaon industrial area is a major manufacturing and logistics hub in Maharashtra, strategically located between Mumbai and Pune and home to numerous automotive and engineering industries.
-
A.
Gajuwaka industrial area
Gajuwaka industrial area is a major industrial hub in Visakhapatnam, Andhra Pradesh, known for its concentration of heavy industries, manufacturing units, and related infrastructure.
-
B.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
C.
Bhiwadi Industrial Area
Bhiwadi Industrial Area is a major manufacturing and industrial hub in Rajasthan, India, known for its numerous factories and industrial units across sectors like automotive, textiles, and engineering.
-
D.
Naraina Industrial Area
Naraina Industrial Area is a major industrial and commercial hub in West Delhi, India, known for its manufacturing units, warehouses, and business establishments.
-
E.
Barhi industrial area
Barhi industrial area is a key industrial hub located in Haryana’s Sonipat district, hosting a range of manufacturing and commercial enterprises.
- 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_69d8838db21081909589220fd71440a4 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e383326d7081909ef4c3b724876513 |
completed | April 18, 2026, 1:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0091a0dee08190a67ed5df2008c91e |
completed | May 10, 2026, 2:09 p.m. |
| NEDg | Description generation | batch_6a00923f1da08190b6b2c869284099bc |
completed | May 10, 2026, 2:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00931aa1d88190a0775e74779b3a6b |
completed | May 10, 2026, 2:15 p.m. |
Created at: April 10, 2026, 5:19 a.m.