Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003380

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

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003424

distance 0.12

#2 · Nagpurcell 4840000711

distance 0.24 · cross-district

#3 · Gondiacell 4760004309

distance 0.241 · cross-district

#4 · Chandrapurcell 4730004502

distance 0.249 · cross-district

#5 · Nagpurcell 4840000387

distance 0.251 · cross-district

#6 · Gondiacell 4760002134

distance 0.251 · cross-district

#7 · Gondiacell 4760003688

distance 0.252 · cross-district

#8 · Gondiacell 4760003287

distance 0.254 · cross-district

#9 · Nagpurcell 4840001210

distance 0.267 · cross-district

#10 · Bhandaracell 4710002437

distance 0.267

#11 · Gondiacell 4760004001

distance 0.267 · cross-district

#12 · Bhandaracell 4710001300

distance 0.267

#13 · Chandrapurcell 4730005268

distance 0.269 · cross-district

#14 · Chandrapurcell 4730004219

distance 0.269 · cross-district

#15 · Gondiacell 4760002051

distance 0.27 · cross-district

#16 · Bhandaracell 4710001383

distance 0.273

#17 · Gondiacell 4760002262

distance 0.274 · cross-district

#18 · Bhandaracell 4710001851

distance 0.276

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":4710003380}}}'

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.