Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004029

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

0.046

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004102

distance 0.046

#2 · Nandedcell 4850004310

distance 0.063

#3 · Nandedcell 4850003744

distance 0.068

#4 · Parbhanicell 4890001017

distance 0.068 · cross-district

#5 · Nandedcell 4850003890

distance 0.072

#6 · Parbhanicell 4890001015

distance 0.073 · cross-district

#7 · Nandedcell 4850004035

distance 0.082

#8 · Nandedcell 4850003886

distance 0.082

#9 · Parbhanicell 4890001016

distance 0.083 · cross-district

#10 · Nandedcell 4850004032

distance 0.086

#11 · Nandedcell 4850001529

distance 0.088

#12 · Parbhanicell 4890000957

distance 0.089 · cross-district

#13 · Parbhanicell 4890001261

distance 0.09 · cross-district

#14 · Nandedcell 4850004174

distance 0.091

#15 · Parbhanicell 4890000834

distance 0.092 · cross-district

#16 · Nandedcell 4850001453

distance 0.095

#17 · Parbhanicell 4890000829

distance 0.095 · cross-district

#18 · Parbhanicell 4890001077

distance 0.096 · 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":4850004029}}}'

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.