Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005900

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

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001352

distance 0.219 · cross-district

#2 · Dharashivcell 4880003965

distance 0.236

#3 · Sanglicell 4930002416

distance 0.242 · cross-district

#4 · Sanglicell 4930002604

distance 0.243 · cross-district

#5 · Parbhanicell 4890000014

distance 0.243 · cross-district

#6 · Dharashivcell 4880005561

distance 0.243

#7 · Sanglicell 4930004157

distance 0.248 · cross-district

#8 · Sanglicell 4930001905

distance 0.248 · cross-district

#9 · Beedcell 4700005141

distance 0.248 · cross-district

#10 · Dharashivcell 4880003757

distance 0.249

#11 · Dharashivcell 4880003342

distance 0.251

#12 · Dharashivcell 4880003010

distance 0.252

#13 · Laturcell 4810005492

distance 0.254 · cross-district

#14 · Beedcell 4700004629

distance 0.254 · cross-district

#15 · Sanglicell 4930004313

distance 0.254 · cross-district

#16 · Sanglicell 4930003439

distance 0.257 · cross-district

#17 · Laturcell 4810006151

distance 0.257 · cross-district

#18 · Buldhanacell 4720002485

distance 0.258 · 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":4880005900}}}'

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.