Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004792

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001597

distance 0.263 · cross-district

#2 · Laturcell 4810002578

distance 0.302 · cross-district

#3 · Parbhanicell 4890000892

distance 0.306 · cross-district

#4 · Ahmednagarcell 4660006207

distance 0.309 · cross-district

#5 · Beedcell 4700002162

distance 0.31 · cross-district

#6 · Dharashivcell 4880003826

distance 0.313

#7 · Dharashivcell 4880000558

distance 0.313

#8 · Beedcell 4700008061

distance 0.314 · cross-district

#9 · Laturcell 4810002672

distance 0.315 · cross-district

#10 · Nandedcell 4850007999

distance 0.315 · cross-district

#11 · Laturcell 4810000506

distance 0.317 · cross-district

#12 · Solapurcell 4960005055

distance 0.318 · cross-district

#13 · Beedcell 4700001583

distance 0.318 · cross-district

#14 · Ahmednagarcell 4660005993

distance 0.321 · cross-district

#15 · Laturcell 4810001700

distance 0.321 · cross-district

#16 · Nandedcell 4850003574

distance 0.323 · cross-district

#17 · Beedcell 4700005256

distance 0.324 · cross-district

#18 · Solapurcell 4960002611

distance 0.328 · 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":4880004792}}}'

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.