Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840004021

The MH-36 locality cells most similar to this Nagpur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003814

distance 0.19

#2 · Nagpurcell 4840004054

distance 0.215

#3 · Nagpurcell 4840004786

distance 0.217

#4 · Nagpurcell 4840003449

distance 0.218

#5 · Nagpurcell 4840004783

distance 0.22

#6 · Nagpurcell 4840003440

distance 0.226

#7 · Nagpurcell 4840005399

distance 0.226

#8 · Chhatrapati Sambhajinagarcell 4690004713

distance 0.227 · cross-district

#9 · Wardhacell 4980005129

distance 0.227 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006121

distance 0.227 · cross-district

#11 · Nagpurcell 4840004251

distance 0.227

#12 · Nagpurcell 4840003244

distance 0.227

#13 · Nagpurcell 4840003447

distance 0.23

#14 · Nagpurcell 4840004666

distance 0.231

#15 · Wardhacell 4980004964

distance 0.232 · cross-district

#16 · Nagpurcell 4840004667

distance 0.236

#17 · Yavatmalcell 5000008641

distance 0.236 · cross-district

#18 · Wardhacell 4980004808

distance 0.236 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":484,"cluster_id":4840004021}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.