Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004239

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001074

distance 0.096 · cross-district

#2 · Parbhanicell 4890001015

distance 0.126 · cross-district

#3 · Nandedcell 4850004174

distance 0.129

#4 · Nandedcell 4850002156

distance 0.13

#5 · Nandedcell 4850004029

distance 0.139

#6 · Nandedcell 4850004240

distance 0.141

#7 · Nandedcell 4850004310

distance 0.146

#8 · Parbhanicell 4890001069

distance 0.153 · cross-district

#9 · Nandedcell 4850003667

distance 0.156

#10 · Nandedcell 4850001461

distance 0.156

#11 · Nandedcell 4850001605

distance 0.158

#12 · Parbhanicell 4890001121

distance 0.159 · cross-district

#13 · Nandedcell 4850004104

distance 0.159

#14 · Nandedcell 4850001460

distance 0.159

#15 · Nandedcell 4850001609

distance 0.16

#16 · Nandedcell 4850002083

distance 0.162

#17 · Nandedcell 4850003079

distance 0.162

#18 · Parbhanicell 4890001196

distance 0.164 · 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":4850004239}}}'

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.