Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008205

The MH-36 locality cells most similar to this Nanded 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008121

distance 0.244

#2 · Akolacell 4670000061

distance 0.255 · cross-district

#3 · Gadchirolicell 4750003478

distance 0.262 · cross-district

#4 · Nandedcell 4850006635

distance 0.265

#5 · Hingolicell 4770001201

distance 0.279 · cross-district

#6 · Jalgaoncell 4780008923

distance 0.281 · cross-district

#7 · Nandedcell 4850005088

distance 0.282

#8 · Gadchirolicell 4750003745

distance 0.283 · cross-district

#9 · Nandedcell 4850001372

distance 0.288

#10 · Nandedcell 4850008383

distance 0.288

#11 · Nandedcell 4850007443

distance 0.293

#12 · Chandrapurcell 4730003763

distance 0.294 · cross-district

#13 · Jalgaoncell 4780009026

distance 0.295 · cross-district

#14 · Jalgaoncell 4780008045

distance 0.295 · cross-district

#15 · Gadchirolicell 4750003412

distance 0.298 · cross-district

#16 · Chandrapurcell 4730000101

distance 0.3 · cross-district

#17 · Yavatmalcell 5000004093

distance 0.303 · cross-district

#18 · Gadchirolicell 4750003523

distance 0.309 · 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":485,"cluster_id":4850008205}}}'

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.