Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000726

The MH-36 locality cells most similar to this Latur 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001017

distance 0.171

#2 · Solapurcell 4960006309

distance 0.248 · cross-district

#3 · Laturcell 4810000495

distance 0.255

#4 · Dharashivcell 4880005939

distance 0.267 · cross-district

#5 · Dharashivcell 4880002640

distance 0.274 · cross-district

#6 · Parbhanicell 4890002154

distance 0.278 · cross-district

#7 · Washimcell 4990000521

distance 0.279 · cross-district

#8 · Beedcell 4700008265

distance 0.281 · cross-district

#9 · Beedcell 4700005617

distance 0.283 · cross-district

#10 · Dharashivcell 4880000886

distance 0.283 · cross-district

#11 · Laturcell 4810000754

distance 0.285

#12 · Dharashivcell 4880002890

distance 0.285 · cross-district

#13 · Laturcell 4810000078

distance 0.287

#14 · Dharashivcell 4880002313

distance 0.288 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000316

distance 0.291 · cross-district

#16 · Buldhanacell 4720001142

distance 0.294 · cross-district

#17 · Parbhanicell 4890002388

distance 0.295 · cross-district

#18 · Ahmednagarcell 4660011552

distance 0.298 · 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":481,"cluster_id":4810000726}}}'

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.