Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001962

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002554

distance 0.177

#2 · Bhandaracell 4710001352

distance 0.193

#3 · Bhandaracell 4710002518

distance 0.198

#4 · Bhandaracell 4710002519

distance 0.205

#5 · Bhandaracell 4710001609

distance 0.207

#6 · Bhandaracell 4710002433

distance 0.208

#7 · Bhandaracell 4710002636

distance 0.208

#8 · Bhandaracell 4710001966

distance 0.213

#9 · Bhandaracell 4710002019

distance 0.217

#10 · Bhandaracell 4710002584

distance 0.219

#11 · Bhandaracell 4710001614

distance 0.231

#12 · Wardhacell 4980001934

distance 0.232 · cross-district

#13 · Gondiacell 4760003358

distance 0.232 · cross-district

#14 · Bhandaracell 4710001805

distance 0.234

#15 · Nagpurcell 4840005098

distance 0.234 · cross-district

#16 · Bhandaracell 4710002335

distance 0.241

#17 · Gondiacell 4760003936

distance 0.246 · cross-district

#18 · Parbhanicell 4890004023

distance 0.247 · 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":4710001962}}}'

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.