Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000690

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005011

distance 0.164

#2 · Dharashivcell 4880000266

distance 0.165

#3 · Dharashivcell 4880004908

distance 0.167

#4 · Dharashivcell 4880001129

distance 0.168

#5 · Beedcell 4700000888

distance 0.171 · cross-district

#6 · Buldhanacell 4720001236

distance 0.173 · cross-district

#7 · Buldhanacell 4720000633

distance 0.176 · cross-district

#8 · Akolacell 4670001023

distance 0.185 · cross-district

#9 · Dharashivcell 4880005105

distance 0.185

#10 · Laturcell 4810001975

distance 0.187 · cross-district

#11 · Sanglicell 4930006369

distance 0.191 · cross-district

#12 · Beedcell 4700001017

distance 0.195 · cross-district

#13 · Washimcell 4990001416

distance 0.197 · cross-district

#14 · Beedcell 4700006565

distance 0.2 · cross-district

#15 · Solapurcell 4960006860

distance 0.202 · cross-district

#16 · Beedcell 4700000238

distance 0.203 · cross-district

#17 · Dharashivcell 4880000194

distance 0.205

#18 · Beedcell 4700001057

distance 0.206 · 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":4880000690}}}'

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.