Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003921

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004075

distance 0.164

#2 · Nandedcell 4850003618

distance 0.178

#3 · Nandedcell 4850003377

distance 0.205

#4 · Chandrapurcell 4730003763

distance 0.228 · cross-district

#5 · Akolacell 4670000310

distance 0.232 · cross-district

#6 · Nandedcell 4850001295

distance 0.232

#7 · Yavatmalcell 5000001260

distance 0.233 · cross-district

#8 · Nandedcell 4850005088

distance 0.237

#9 · Gadchirolicell 4750003412

distance 0.239 · cross-district

#10 · Nandedcell 4850003788

distance 0.24

#11 · Nandedcell 4850002560

distance 0.242

#12 · Chandrapurcell 4730001483

distance 0.242 · cross-district

#13 · Yavatmalcell 5000002026

distance 0.243 · cross-district

#14 · Nandedcell 4850003122

distance 0.246

#15 · Washimcell 4990003712

distance 0.248 · cross-district

#16 · Akolacell 4670000790

distance 0.249 · cross-district

#17 · Hingolicell 4770001201

distance 0.254 · cross-district

#18 · Ahmednagarcell 4660003060

distance 0.255 · 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":4850003921}}}'

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.