Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003046

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003089

distance 0.089

#2 · Bhandaracell 4710003047

distance 0.129

#3 · Bhandaracell 4710003310

distance 0.143

#4 · Bhandaracell 4710003136

distance 0.152

#5 · Bhandaracell 4710003355

distance 0.155

#6 · Bhandaracell 4710003133

distance 0.181

#7 · Bhandaracell 4710003038

distance 0.199

#8 · Bhandaracell 4710003223

distance 0.202

#9 · Nagpurcell 4840007348

distance 0.202 · cross-district

#10 · Bhandaracell 4710003039

distance 0.203

#11 · Bhandaracell 4710003179

distance 0.204

#12 · Bhandaracell 4710003591

distance 0.204

#13 · Bhandaracell 4710002975

distance 0.205

#14 · Bhandaracell 4710003005

distance 0.207

#15 · Nagpurcell 4840004310

distance 0.207 · cross-district

#16 · Bhandaracell 4710003045

distance 0.208

#17 · Bhandaracell 4710002899

distance 0.21

#18 · Bhandaracell 4710002965

distance 0.212

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":4710003046}}}'

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.