Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002035

The MH-36 locality cells most similar to this Bhandara 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002034

distance 0.094

#2 · Bhandaracell 4710002353

distance 0.124

#3 · Bhandaracell 4710002401

distance 0.144

#4 · Bhandaracell 4710002373

distance 0.155

#5 · Bhandaracell 4710002365

distance 0.164

#6 · Bhandaracell 4710002414

distance 0.165

#7 · Bhandaracell 4710002147

distance 0.171

#8 · Bhandaracell 4710002033

distance 0.19

#9 · Gondiacell 4760003369

distance 0.192 · cross-district

#10 · Gondiacell 4760003581

distance 0.195 · cross-district

#11 · Gondiacell 4760003292

distance 0.195 · cross-district

#12 · Gondiacell 4760003516

distance 0.195 · cross-district

#13 · Gondiacell 4760003446

distance 0.197 · cross-district

#14 · Bhandaracell 4710001313

distance 0.197

#15 · Bhandaracell 4710002540

distance 0.206

#16 · Gondiacell 4760003442

distance 0.207 · cross-district

#17 · Gondiacell 4760002458

distance 0.207 · cross-district

#18 · Bhandaracell 4710003403

distance 0.208

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":471,"cluster_id":4710002035}}}'

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.