Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003570

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002926

distance 0.157

#2 · Dharashivcell 4880002914

distance 0.167

#3 · Laturcell 4810001365

distance 0.184 · cross-district

#4 · Dharashivcell 4880002022

distance 0.197

#5 · Laturcell 4810001623

distance 0.211 · cross-district

#6 · Dharashivcell 4880006062

distance 0.212

#7 · Dharashivcell 4880003028

distance 0.212

#8 · Laturcell 4810002783

distance 0.212 · cross-district

#9 · Sanglicell 4930002246

distance 0.214 · cross-district

#10 · Laturcell 4810000667

distance 0.216 · cross-district

#11 · Dharashivcell 4880003460

distance 0.218

#12 · Nandedcell 4850003589

distance 0.218 · cross-district

#13 · Laturcell 4810001765

distance 0.218 · cross-district

#14 · Dharashivcell 4880003269

distance 0.223

#15 · Laturcell 4810001598

distance 0.225 · cross-district

#16 · Ahmednagarcell 4660001486

distance 0.23 · cross-district

#17 · Laturcell 4810000408

distance 0.23 · cross-district

#18 · Beedcell 4700001096

distance 0.231 · 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":4880003570}}}'

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.