Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002272

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001263

distance 0.149

#2 · Gondiacell 4760001742

distance 0.266 · cross-district

#3 · Gondiacell 4760002014

distance 0.268 · cross-district

#4 · Yavatmalcell 5000010022

distance 0.269 · cross-district

#5 · Nagpurcell 4840007545

distance 0.275 · cross-district

#6 · Nagpurcell 4840004109

distance 0.279 · cross-district

#7 · Bhandaracell 4710003292

distance 0.283

#8 · Nagpurcell 4840004003

distance 0.286 · cross-district

#9 · Nagpurcell 4840000722

distance 0.296 · cross-district

#10 · Bhandaracell 4710001820

distance 0.299

#11 · Bhandaracell 4710002326

distance 0.305

#12 · Bhandaracell 4710003436

distance 0.306

#13 · Yavatmalcell 5000006377

distance 0.309 · cross-district

#14 · Nagpurcell 4840004965

distance 0.31 · cross-district

#15 · Gondiacell 4760000928

distance 0.316 · cross-district

#16 · Bhandaracell 4710002094

distance 0.317

#17 · Nagpurcell 4840004306

distance 0.319 · cross-district

#18 · Bhandaracell 4710002276

distance 0.32

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":4710002272}}}'

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.