Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005124

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001145

distance 0.192 · cross-district

#2 · Dharashivcell 4880002547

distance 0.205

#3 · Buldhanacell 4720001999

distance 0.212 · cross-district

#4 · Dharashivcell 4880005474

distance 0.216

#5 · Dharashivcell 4880002766

distance 0.222

#6 · Laturcell 4810000583

distance 0.222 · cross-district

#7 · Dharashivcell 4880002626

distance 0.224

#8 · Washimcell 4990002344

distance 0.224 · cross-district

#9 · Laturcell 4810001946

distance 0.226 · cross-district

#10 · Buldhanacell 4720000803

distance 0.226 · cross-district

#11 · Beedcell 4700004809

distance 0.229 · cross-district

#12 · Solapurcell 4960004460

distance 0.23 · cross-district

#13 · Dharashivcell 4880005675

distance 0.231

#14 · Dharashivcell 4880000838

distance 0.233

#15 · Beedcell 4700000455

distance 0.236 · cross-district

#16 · Beedcell 4700001070

distance 0.236 · cross-district

#17 · Dharashivcell 4880002325

distance 0.236

#18 · Buldhanacell 4720000743

distance 0.238 · 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":4880005124}}}'

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.