Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001095

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

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001240

distance 0.181

#2 · Bhandaracell 4710001298

distance 0.19

#3 · Bhandaracell 4710001299

distance 0.191

#4 · Bhandaracell 4710000852

distance 0.193

#5 · Gondiacell 4760000921

distance 0.196 · cross-district

#6 · Bhandaracell 4710000963

distance 0.198

#7 · Bhandaracell 4710001346

distance 0.237

#8 · Bhandaracell 4710001342

distance 0.237

#9 · Gondiacell 4760001743

distance 0.237 · cross-district

#10 · Bhandaracell 4710001533

distance 0.245

#11 · Bhandaracell 4710001333

distance 0.247

#12 · Bhandaracell 4710000344

distance 0.263

#13 · Bhandaracell 4710001065

distance 0.265

#14 · Bhandaracell 4710001438

distance 0.267

#15 · Bhandaracell 4710000602

distance 0.268

#16 · Bhandaracell 4710001127

distance 0.276

#17 · Gondiacell 4760000748

distance 0.276 · cross-district

#18 · Gondiacell 4760001094

distance 0.278 · 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":471,"cluster_id":4710001095}}}'

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.