Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002622

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001767

distance 0.126

#2 · Nandedcell 4850001469

distance 0.145

#3 · Nandedcell 4850001543

distance 0.159

#4 · Laturcell 4810005927

distance 0.186 · cross-district

#5 · Nandedcell 4850001154

distance 0.187

#6 · Laturcell 4810005184

distance 0.191 · cross-district

#7 · Laturcell 4810002545

distance 0.198 · cross-district

#8 · Parbhanicell 4890001464

distance 0.202 · cross-district

#9 · Laturcell 4810002368

distance 0.205 · cross-district

#10 · Beedcell 4700004648

distance 0.206 · cross-district

#11 · Laturcell 4810003811

distance 0.209 · cross-district

#12 · Nandedcell 4850004266

distance 0.21

#13 · Beedcell 4700004651

distance 0.214 · cross-district

#14 · Laturcell 4810004213

distance 0.214 · cross-district

#15 · Parbhanicell 4890001460

distance 0.215 · cross-district

#16 · Jalnacell 4790000898

distance 0.215 · cross-district

#17 · Laturcell 4810004431

distance 0.218 · cross-district

#18 · Laturcell 4810004441

distance 0.219 · 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":4850002622}}}'

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.