Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002111

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001558

distance 0.147

#2 · Bhandaracell 4710000871

distance 0.155

#3 · Nagpurcell 4840004206

distance 0.165 · cross-district

#4 · Bhandaracell 4710001434

distance 0.167

#5 · Bhandaracell 4710001054

distance 0.174

#6 · Bhandaracell 4710001233

distance 0.174

#7 · Nagpurcell 4840006142

distance 0.18 · cross-district

#8 · Bhandaracell 4710001433

distance 0.181

#9 · Bhandaracell 4710001272

distance 0.194

#10 · Nagpurcell 4840005511

distance 0.201 · cross-district

#11 · Gondiacell 4760001523

distance 0.201 · cross-district

#12 · Bhandaracell 4710002622

distance 0.203

#13 · Bhandaracell 4710001370

distance 0.204

#14 · Bhandaracell 4710001237

distance 0.204

#15 · Bhandaracell 4710001720

distance 0.204

#16 · Bhandaracell 4710001026

distance 0.205

#17 · Bhandaracell 4710002708

distance 0.205

#18 · Bhandaracell 4710003420

distance 0.206

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":4710002111}}}'

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.