Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008633

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008476

distance 0.145

#2 · Nandedcell 4850008730

distance 0.168

#3 · Nandedcell 4850007200

distance 0.19

#4 · Yavatmalcell 5000000811

distance 0.192 · cross-district

#5 · Nandedcell 4850008427

distance 0.193

#6 · Yavatmalcell 5000004156

distance 0.195 · cross-district

#7 · Nandedcell 4850008580

distance 0.197

#8 · Nandedcell 4850008578

distance 0.199

#9 · Nandedcell 4850008338

distance 0.201

#10 · Yavatmalcell 5000000688

distance 0.207 · cross-district

#11 · Yavatmalcell 5000000625

distance 0.211 · cross-district

#12 · Nandedcell 4850008478

distance 0.211

#13 · Nandedcell 4850008579

distance 0.211

#14 · Nandedcell 4850008632

distance 0.212

#15 · Yavatmalcell 5000000861

distance 0.213 · cross-district

#16 · Yavatmalcell 5000000915

distance 0.213 · cross-district

#17 · Nandedcell 4850006860

distance 0.213

#18 · Yavatmalcell 5000002278

distance 0.214 · 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":4850008633}}}'

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.