Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003586

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006047

distance 0.123 · cross-district

#2 · Laturcell 4810005491

distance 0.138 · cross-district

#3 · Laturcell 4810006025

distance 0.144 · cross-district

#4 · Nandedcell 4850003664

distance 0.149

#5 · Nandedcell 4850003583

distance 0.152

#6 · Nandedcell 4850003665

distance 0.152

#7 · Nandedcell 4850004103

distance 0.154

#8 · Nandedcell 4850003509

distance 0.156

#9 · Laturcell 4810005815

distance 0.157 · cross-district

#10 · Laturcell 4810006026

distance 0.159 · cross-district

#11 · Nandedcell 4850000981

distance 0.162

#12 · Laturcell 4810005722

distance 0.163 · cross-district

#13 · Beedcell 4700002441

distance 0.164 · cross-district

#14 · Nandedcell 4850003663

distance 0.164

#15 · Laturcell 4810006001

distance 0.165 · cross-district

#16 · Laturcell 4810005642

distance 0.166 · cross-district

#17 · Laturcell 4810005742

distance 0.168 · cross-district

#18 · Parbhanicell 4890000377

distance 0.168 · 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":4850003586}}}'

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.