Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003628

The MH-36 locality cells most similar to this Beed 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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001406

distance 0.143 · cross-district

#2 · Dharashivcell 4880000276

distance 0.171 · cross-district

#3 · Beedcell 4700008593

distance 0.181

#4 · Ahmednagarcell 4660010269

distance 0.183 · cross-district

#5 · Ahmednagarcell 4660010119

distance 0.186 · cross-district

#6 · Buldhanacell 4720000029

distance 0.19 · cross-district

#7 · Dharashivcell 4880006007

distance 0.192 · cross-district

#8 · Yavatmalcell 5000009936

distance 0.194 · cross-district

#9 · Ahmednagarcell 4660012357

distance 0.194 · cross-district

#10 · Solapurcell 4960006012

distance 0.197 · cross-district

#11 · Beedcell 4700003760

distance 0.199

#12 · Dharashivcell 4880000110

distance 0.199 · cross-district

#13 · Laturcell 4810000030

distance 0.2 · cross-district

#14 · Solapurcell 4960003355

distance 0.2 · cross-district

#15 · Beedcell 4700008447

distance 0.201

#16 · Solapurcell 4960003541

distance 0.202 · cross-district

#17 · Dharashivcell 4880003925

distance 0.202 · cross-district

#18 · Solapurcell 4960002514

distance 0.203 · 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":470,"cluster_id":4700003628}}}'

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.