Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001696

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002084

distance 0.164

#2 · Bhandaracell 4710001408

distance 0.174

#3 · Gondiacell 4760003295

distance 0.202 · cross-district

#4 · Bhandaracell 4710002400

distance 0.208

#5 · Bhandaracell 4710001620

distance 0.214

#6 · Nagpurcell 4840002657

distance 0.214 · cross-district

#7 · Gondiacell 4760002783

distance 0.215 · cross-district

#8 · Bhandaracell 4710001365

distance 0.218

#9 · Bhandaracell 4710001476

distance 0.22

#10 · Gondiacell 4760001701

distance 0.224 · cross-district

#11 · Bhandaracell 4710001570

distance 0.225

#12 · Bhandaracell 4710002341

distance 0.226

#13 · Bhandaracell 4710001272

distance 0.227

#14 · Bhandaracell 4710001973

distance 0.228

#15 · Bhandaracell 4710001804

distance 0.229

#16 · Bhandaracell 4710001495

distance 0.231

#17 · Bhandaracell 4710003527

distance 0.231

#18 · Bhandaracell 4710001412

distance 0.232

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":4710001696}}}'

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.