Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002127

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002013

distance 0.079

#2 · Bhandaracell 4710002009

distance 0.126

#3 · Nagpurcell 4840002559

distance 0.132 · cross-district

#4 · Bhandaracell 4710002012

distance 0.134

#5 · Bhandaracell 4710001621

distance 0.165

#6 · Nagpurcell 4840002090

distance 0.182 · cross-district

#7 · Nagpurcell 4840008006

distance 0.19 · cross-district

#8 · Bhandaracell 4710001565

distance 0.192

#9 · Bhandaracell 4710002575

distance 0.192

#10 · Bhandaracell 4710001959

distance 0.2

#11 · Bhandaracell 4710002810

distance 0.2

#12 · Nagpurcell 4840006388

distance 0.203 · cross-district

#13 · Bhandaracell 4710001154

distance 0.203

#14 · Bhandaracell 4710001419

distance 0.207

#15 · Nagpurcell 4840005880

distance 0.209 · cross-district

#16 · Bhandaracell 4710002775

distance 0.21

#17 · Bhandaracell 4710001617

distance 0.21

#18 · Nagpurcell 4840006137

distance 0.212 · 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":4710002127}}}'

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.