Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001348

The MH-36 locality cells most similar to this Dharashiv 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004355

distance 0.171 · cross-district

#2 · Laturcell 4810002565

distance 0.175 · cross-district

#3 · Laturcell 4810000218

distance 0.181 · cross-district

#4 · Dharashivcell 4880001950

distance 0.182

#5 · Kolhapurcell 4800005531

distance 0.186 · cross-district

#6 · Beedcell 4700000007

distance 0.186 · cross-district

#7 · Laturcell 4810005281

distance 0.187 · cross-district

#8 · Laturcell 4810002476

distance 0.19 · cross-district

#9 · Dharashivcell 4880004210

distance 0.191

#10 · Solapurcell 4960010797

distance 0.193 · cross-district

#11 · Laturcell 4810003143

distance 0.193 · cross-district

#12 · Laturcell 4810004242

distance 0.193 · cross-district

#13 · Laturcell 4810005368

distance 0.195 · cross-district

#14 · Laturcell 4810002490

distance 0.196 · cross-district

#15 · Sanglicell 4930000757

distance 0.197 · cross-district

#16 · Laturcell 4810000098

distance 0.199 · cross-district

#17 · Laturcell 4810002522

distance 0.201 · cross-district

#18 · Kolhapurcell 4800005829

distance 0.203 · 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":488,"cluster_id":4880001348}}}'

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.