Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004458

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003501

distance 0.205 · cross-district

#2 · Akolacell 4670001398

distance 0.208 · cross-district

#3 · Dharashivcell 4880000312

distance 0.213

#4 · Buldhanacell 4720003156

distance 0.218 · cross-district

#5 · Buldhanacell 4720001452

distance 0.221 · cross-district

#6 · Amravaticell 4680007058

distance 0.229 · cross-district

#7 · Laturcell 4810002314

distance 0.23 · cross-district

#8 · Washimcell 4990001081

distance 0.23 · cross-district

#9 · Solapurcell 4960005950

distance 0.232 · cross-district

#10 · Ahmednagarcell 4660000267

distance 0.233 · cross-district

#11 · Jalnacell 4790001298

distance 0.235 · cross-district

#12 · Buldhanacell 4720004197

distance 0.236 · cross-district

#13 · Nandedcell 4850000320

distance 0.238 · cross-district

#14 · Solapurcell 4960002376

distance 0.238 · cross-district

#15 · Solapurcell 4960000935

distance 0.238 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003380

distance 0.239 · cross-district

#17 · Laturcell 4810001377

distance 0.241 · cross-district

#18 · Solapurcell 4960005163

distance 0.241 · 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":4880004458}}}'

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.