Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004469

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001594

distance 0.137 · cross-district

#2 · Dharashivcell 4880004552

distance 0.138

#3 · Dharashivcell 4880004642

distance 0.139

#4 · Dharashivcell 4880004826

distance 0.14

#5 · Laturcell 4810001004

distance 0.155 · cross-district

#6 · Laturcell 4810000636

distance 0.167 · cross-district

#7 · Dharashivcell 4880002637

distance 0.169

#8 · Buldhanacell 4720000442

distance 0.169 · cross-district

#9 · Dharashivcell 4880005868

distance 0.17

#10 · Beedcell 4700004676

distance 0.17 · cross-district

#11 · Laturcell 4810001616

distance 0.172 · cross-district

#12 · Dharashivcell 4880005099

distance 0.175

#13 · Laturcell 4810000111

distance 0.177 · cross-district

#14 · Dharashivcell 4880005114

distance 0.181

#15 · Solapurcell 4960004772

distance 0.182 · cross-district

#16 · Beedcell 4700004171

distance 0.183 · cross-district

#17 · Laturcell 4810000133

distance 0.183 · cross-district

#18 · Dharashivcell 4880005022

distance 0.184

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":4880004469}}}'

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.