Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005663

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005662

distance 0.102

#2 · Chandrapurcell 4730005876

distance 0.12

#3 · Chandrapurcell 4730006111

distance 0.219

#4 · Nagpurcell 4840007681

distance 0.283 · cross-district

#5 · Yavatmalcell 5000006086

distance 0.285 · cross-district

#6 · Gondiacell 4760000490

distance 0.295 · cross-district

#7 · Nagpurcell 4840007612

distance 0.333 · cross-district

#8 · Nashikcell 4870012063

distance 0.334 · cross-district

#9 · Gondiacell 4760000491

distance 0.343 · cross-district

#10 · Nagpurcell 4840007523

distance 0.379 · cross-district

#11 · Nagpurcell 4840007611

distance 0.39 · cross-district

#12 · Chandrapurcell 4730005664

distance 0.392

#13 · Yavatmalcell 5000005940

distance 0.394 · cross-district

#14 · Jalgaoncell 4780000498

distance 0.401 · cross-district

#15 · Nagpurcell 4840006517

distance 0.413 · cross-district

#16 · Nashikcell 4870009689

distance 0.415 · cross-district

#17 · Gadchirolicell 4750001627

distance 0.421 · cross-district

#18 · Gondiacell 4760000379

distance 0.421 · 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":4730005663}}}'

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.