Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002072

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006171

distance 0.209 · cross-district

#2 · Laturcell 4810005956

distance 0.217 · cross-district

#3 · Laturcell 4810005571

distance 0.221 · cross-district

#4 · Parbhanicell 4890001628

distance 0.221 · cross-district

#5 · Nandedcell 4850001048

distance 0.229

#6 · Dharashivcell 4880003268

distance 0.254 · cross-district

#7 · Laturcell 4810004713

distance 0.254 · cross-district

#8 · Beedcell 4700004990

distance 0.258 · cross-district

#9 · Laturcell 4810003927

distance 0.26 · cross-district

#10 · Laturcell 4810004219

distance 0.26 · cross-district

#11 · Beedcell 4700001359

distance 0.262 · cross-district

#12 · Dharashivcell 4880002800

distance 0.264 · cross-district

#13 · Laturcell 4810001323

distance 0.268 · cross-district

#14 · Nandedcell 4850003430

distance 0.268

#15 · Parbhanicell 4890000011

distance 0.27 · cross-district

#16 · Beedcell 4700000718

distance 0.272 · cross-district

#17 · Laturcell 4810004215

distance 0.272 · cross-district

#18 · Nandedcell 4850002334

distance 0.275

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":4850002072}}}'

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.