Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002397

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002296

distance 0.152

#2 · Gondiacell 4760002453

distance 0.17 · cross-district

#3 · Bhandaracell 4710002347

distance 0.182

#4 · Gondiacell 4760002198

distance 0.194 · cross-district

#5 · Gondiacell 4760003046

distance 0.196 · cross-district

#6 · Bhandaracell 4710001542

distance 0.197

#7 · Gondiacell 4760002958

distance 0.204 · cross-district

#8 · Bhandaracell 4710001181

distance 0.205

#9 · Bhandaracell 4710001760

distance 0.209

#10 · Gondiacell 4760002143

distance 0.211 · cross-district

#11 · Gondiacell 4760003635

distance 0.215 · cross-district

#12 · Gondiacell 4760002452

distance 0.216 · cross-district

#13 · Gondiacell 4760001039

distance 0.222 · cross-district

#14 · Bhandaracell 4710001595

distance 0.224

#15 · Gondiacell 4760003744

distance 0.225 · cross-district

#16 · Gondiacell 4760002252

distance 0.227 · cross-district

#17 · Bhandaracell 4710002464

distance 0.227

#18 · Bhandaracell 4710001645

distance 0.228

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":4710002397}}}'

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.