Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000016

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000189

distance 0.115

#2 · Laturcell 4810001265

distance 0.177 · cross-district

#3 · Solapurcell 4960004952

distance 0.184 · cross-district

#4 · Beedcell 4700007441

distance 0.193 · cross-district

#5 · Amravaticell 4680000547

distance 0.196 · cross-district

#6 · Parbhanicell 4890001695

distance 0.202 · cross-district

#7 · Dharashivcell 4880000792

distance 0.203

#8 · Beedcell 4700001721

distance 0.205 · cross-district

#9 · Dharashivcell 4880000251

distance 0.215

#10 · Laturcell 4810002898

distance 0.215 · cross-district

#11 · Beedcell 4700005291

distance 0.217 · cross-district

#12 · Laturcell 4810004393

distance 0.217 · cross-district

#13 · Beedcell 4700000280

distance 0.217 · cross-district

#14 · Solapurcell 4960011619

distance 0.218 · cross-district

#15 · Akolacell 4670001697

distance 0.223 · cross-district

#16 · Akolacell 4670002903

distance 0.223 · cross-district

#17 · Laturcell 4810003172

distance 0.226 · cross-district

#18 · Dharashivcell 4880000588

distance 0.228

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":4880000016}}}'

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.