Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002182

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001679

distance 0.178

#2 · Dharashivcell 4880003978

distance 0.246

#3 · Laturcell 4810000440

distance 0.249 · cross-district

#4 · Laturcell 4810000442

distance 0.253 · cross-district

#5 · Laturcell 4810000649

distance 0.272 · cross-district

#6 · Dharashivcell 4880000694

distance 0.281

#7 · Dharashivcell 4880001579

distance 0.285

#8 · Laturcell 4810000449

distance 0.292 · cross-district

#9 · Dharashivcell 4880002303

distance 0.293

#10 · Dharashivcell 4880001583

distance 0.296

#11 · Laturcell 4810000754

distance 0.298 · cross-district

#12 · Beedcell 4700002077

distance 0.301 · cross-district

#13 · Laturcell 4810000513

distance 0.303 · cross-district

#14 · Dharashivcell 4880002175

distance 0.31

#15 · Parbhanicell 4890002814

distance 0.311 · cross-district

#16 · Dharashivcell 4880001993

distance 0.313

#17 · Chhatrapati Sambhajinagarcell 4690004948

distance 0.313 · cross-district

#18 · Ahmednagarcell 4660004284

distance 0.315 · 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":4880002182}}}'

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.