Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001944

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001860

distance 0.131

#2 · Dharashivcell 4880002252

distance 0.149

#3 · Dharashivcell 4880001423

distance 0.155

#4 · Laturcell 4810000821

distance 0.159 · cross-district

#5 · Dharashivcell 4880002380

distance 0.162

#6 · Dharashivcell 4880001415

distance 0.162

#7 · Beedcell 4700002038

distance 0.163 · cross-district

#8 · Laturcell 4810002323

distance 0.165 · cross-district

#9 · Dharashivcell 4880001943

distance 0.167

#10 · Beedcell 4700002197

distance 0.168 · cross-district

#11 · Laturcell 4810001896

distance 0.17 · cross-district

#12 · Dharashivcell 4880001678

distance 0.171

#13 · Beedcell 4700001135

distance 0.172 · cross-district

#14 · Laturcell 4810001814

distance 0.173 · cross-district

#15 · Dharashivcell 4880002681

distance 0.174

#16 · Dharashivcell 4880001316

distance 0.177

#17 · Beedcell 4700002360

distance 0.177 · cross-district

#18 · Beedcell 4700002352

distance 0.178 · 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":4880001944}}}'

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.