Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003885

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.066

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003889

distance 0.066

#2 · Nandedcell 4850004172

distance 0.07

#3 · Nandedcell 4850004244

distance 0.082

#4 · Nandedcell 4850004034

distance 0.084

#5 · Parbhanicell 4890001202

distance 0.088 · cross-district

#6 · Parbhanicell 4890000945

distance 0.09 · cross-district

#7 · Parbhanicell 4890000607

distance 0.091 · cross-district

#8 · Parbhanicell 4890001138

distance 0.094 · cross-district

#9 · Parbhanicell 4890001262

distance 0.099 · cross-district

#10 · Parbhanicell 4890000900

distance 0.102 · cross-district

#11 · Parbhanicell 4890001005

distance 0.103 · cross-district

#12 · Nandedcell 4850003959

distance 0.104

#13 · Parbhanicell 4890000715

distance 0.104 · cross-district

#14 · Parbhanicell 4890000773

distance 0.112 · cross-district

#15 · Parbhanicell 4890001139

distance 0.112 · cross-district

#16 · Parbhanicell 4890000946

distance 0.117 · cross-district

#17 · Parbhanicell 4890000197

distance 0.117 · cross-district

#18 · Laturcell 4810005636

distance 0.118 · 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":4850003885}}}'

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.