Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006555

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005709

distance 0.137

#2 · Parbhanicell 4890004325

distance 0.159 · cross-district

#3 · Beedcell 4700006433

distance 0.163

#4 · Jalnacell 4790002401

distance 0.17 · cross-district

#5 · Akolacell 4670004045

distance 0.178 · cross-district

#6 · Buldhanacell 4720003287

distance 0.182 · cross-district

#7 · Beedcell 4700006558

distance 0.183

#8 · Buldhanacell 4720005601

distance 0.187 · cross-district

#9 · Beedcell 4700001070

distance 0.189

#10 · Dharashivcell 4880000692

distance 0.194 · cross-district

#11 · Beedcell 4700007057

distance 0.195

#12 · Dharashivcell 4880000444

distance 0.196 · cross-district

#13 · Parbhanicell 4890004660

distance 0.197 · cross-district

#14 · Jalnacell 4790003587

distance 0.198 · cross-district

#15 · Parbhanicell 4890004476

distance 0.2 · cross-district

#16 · Akolacell 4670000638

distance 0.2 · cross-district

#17 · Gadchirolicell 4750011114

distance 0.202 · cross-district

#18 · Parbhanicell 4890005407

distance 0.204 · 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":4700006555}}}'

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.