Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006956

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004081

distance 0.148 · cross-district

#2 · Jalnacell 4790004084

distance 0.152 · cross-district

#3 · Jalnacell 4790002304

distance 0.153 · cross-district

#4 · Beedcell 4700007519

distance 0.165

#5 · Parbhanicell 4890004043

distance 0.17 · cross-district

#6 · Jalnacell 4790003189

distance 0.172 · cross-district

#7 · Beedcell 4700005608

distance 0.178

#8 · Jalnacell 4790003211

distance 0.179 · cross-district

#9 · Beedcell 4700006845

distance 0.184

#10 · Laturcell 4810002667

distance 0.185 · cross-district

#11 · Jalnacell 4790002970

distance 0.185 · cross-district

#12 · Laturcell 4810002406

distance 0.186 · cross-district

#13 · Beedcell 4700001183

distance 0.188

#14 · Jalnacell 4790002537

distance 0.189 · cross-district

#15 · Beedcell 4700007488

distance 0.189

#16 · Laturcell 4810001235

distance 0.19 · cross-district

#17 · Jalnacell 4790003974

distance 0.193 · cross-district

#18 · Jalnacell 4790003306

distance 0.193 · 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":4700006956}}}'

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.