Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004309

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660012395

distance 0.18 · cross-district

#2 · Dharashivcell 4880001213

distance 0.194

#3 · Solapurcell 4960012330

distance 0.217 · cross-district

#4 · Ahmednagarcell 4660000070

distance 0.226 · cross-district

#5 · Dharashivcell 4880004223

distance 0.232

#6 · Washimcell 4990002918

distance 0.235 · cross-district

#7 · Nandedcell 4850002510

distance 0.238 · cross-district

#8 · Jalnacell 4790001489

distance 0.242 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000795

distance 0.245 · cross-district

#10 · Jalnacell 4790001724

distance 0.25 · cross-district

#11 · Beedcell 4700008391

distance 0.25 · cross-district

#12 · Jalnacell 4790001803

distance 0.254 · cross-district

#13 · Wardhacell 4980005468

distance 0.255 · cross-district

#14 · Wardhacell 4980003708

distance 0.256 · cross-district

#15 · Beedcell 4700008467

distance 0.259 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690005411

distance 0.261 · cross-district

#17 · Beedcell 4700006471

distance 0.262 · cross-district

#18 · Wardhacell 4980005464

distance 0.265 · 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":4880004309}}}'

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.