Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000000

The MH-36 locality cells most similar to this Chandrapur 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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000052

distance 0.249

#2 · Gadchirolicell 4750005136

distance 0.379 · cross-district

#3 · Chandrapurcell 4730000101

distance 0.426

#4 · Chandrapurcell 4730000054

distance 0.462

#5 · Nandedcell 4850006416

distance 0.464 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002025

distance 0.468 · cross-district

#7 · Gadchirolicell 4750001971

distance 0.477 · cross-district

#8 · Chandrapurcell 4730000253

distance 0.482

#9 · Chandrapurcell 4730001108

distance 0.484

#10 · Chandrapurcell 4730000771

distance 0.488

#11 · Dhulecell 4740006157

distance 0.492 · cross-district

#12 · Nandurbarcell 4860003426

distance 0.495 · cross-district

#13 · Ahmednagarcell 4660013452

distance 0.497 · cross-district

#14 · Gadchirolicell 4750004522

distance 0.499 · cross-district

#15 · Chandrapurcell 4730000519

distance 0.501

#16 · Yavatmalcell 5000000270

distance 0.503 · cross-district

#17 · Nagpurcell 4840008380

distance 0.503 · cross-district

#18 · Gadchirolicell 4750003412

distance 0.504 · 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":473,"cluster_id":4730000000}}}'

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.