Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002894

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002618

distance 0.232

#2 · Nagpurcell 4840008249

distance 0.236 · cross-district

#3 · Nagpurcell 4840005891

distance 0.241 · cross-district

#4 · Buldhanacell 4720006096

distance 0.242 · cross-district

#5 · Bhandaracell 4710003238

distance 0.287

#6 · Gondiacell 4760003304

distance 0.296 · cross-district

#7 · Nagpurcell 4840005592

distance 0.297 · cross-district

#8 · Bhandaracell 4710002815

distance 0.298

#9 · Jalnacell 4790006591

distance 0.298 · cross-district

#10 · Buldhanacell 4720004512

distance 0.301 · cross-district

#11 · Solapurcell 4960002285

distance 0.302 · cross-district

#12 · Washimcell 4990004253

distance 0.305 · cross-district

#13 · Nagpurcell 4840006013

distance 0.306 · cross-district

#14 · Nagpurcell 4840001551

distance 0.307 · cross-district

#15 · Nagpurcell 4840004975

distance 0.311 · cross-district

#16 · Buldhanacell 4720003998

distance 0.313 · cross-district

#17 · Nagpurcell 4840004974

distance 0.32 · cross-district

#18 · Buldhanacell 4720005937

distance 0.324 · 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":4710002894}}}'

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.