Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003720

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003802

distance 0.185

#2 · Chandrapurcell 4730002850

distance 0.231

#3 · Chandrapurcell 4730003564

distance 0.245

#4 · Amravaticell 4680007022

distance 0.25 · cross-district

#5 · Chandrapurcell 4730003000

distance 0.251

#6 · Chandrapurcell 4730002858

distance 0.252

#7 · Chandrapurcell 4730004367

distance 0.255

#8 · Gadchirolicell 4750006334

distance 0.256 · cross-district

#9 · Amravaticell 4680006302

distance 0.257 · cross-district

#10 · Jalgaoncell 4780005135

distance 0.268 · cross-district

#11 · Chandrapurcell 4730004719

distance 0.27

#12 · Chandrapurcell 4730004167

distance 0.275

#13 · Amravaticell 4680007346

distance 0.277 · cross-district

#14 · Amravaticell 4680007185

distance 0.279 · cross-district

#15 · Chandrapurcell 4730003902

distance 0.281

#16 · Gadchirolicell 4750005182

distance 0.283 · cross-district

#17 · Chandrapurcell 4730003643

distance 0.284

#18 · Gadchirolicell 4750005874

distance 0.284 · 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":4730003720}}}'

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.