Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003383

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003703

distance 0.211 · cross-district

#2 · Dharashivcell 4880002999

distance 0.231

#3 · Nandedcell 4850001463

distance 0.233 · cross-district

#4 · Dharashivcell 4880003805

distance 0.237

#5 · Laturcell 4810001853

distance 0.259 · cross-district

#6 · Dharashivcell 4880002959

distance 0.261

#7 · Laturcell 4810001455

distance 0.261 · cross-district

#8 · Laturcell 4810002129

distance 0.261 · cross-district

#9 · Dharashivcell 4880006052

distance 0.266

#10 · Dharashivcell 4880003459

distance 0.268

#11 · Beedcell 4700008062

distance 0.273 · cross-district

#12 · Laturcell 4810001290

distance 0.28 · cross-district

#13 · Dharashivcell 4880003962

distance 0.28

#14 · Solapurcell 4960006849

distance 0.281 · cross-district

#15 · Jalgaoncell 4780000629

distance 0.282 · cross-district

#16 · Nandedcell 4850001619

distance 0.284 · cross-district

#17 · Washimcell 4990001913

distance 0.287 · cross-district

#18 · Nandedcell 4850003350

distance 0.291 · 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":4880003383}}}'

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.