Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002864

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 3 distinct districts

Index confidence

0.93

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 4710002961

distance 0.12

#2 · Nagpurcell 4840004322

distance 0.121 · cross-district

#3 · Nagpurcell 4840004884

distance 0.135 · cross-district

#4 · Nagpurcell 4840005101

distance 0.138 · cross-district

#5 · Nagpurcell 4840004521

distance 0.144 · cross-district

#6 · Nagpurcell 4840005510

distance 0.152 · cross-district

#7 · Nagpurcell 4840004762

distance 0.159 · cross-district

#8 · Nagpurcell 4840004320

distance 0.166 · cross-district

#9 · Nagpurcell 4840006019

distance 0.169 · cross-district

#10 · Nagpurcell 4840002194

distance 0.17 · cross-district

#11 · Nagpurcell 4840004745

distance 0.181 · cross-district

#12 · Nagpurcell 4840003706

distance 0.187 · cross-district

#13 · Nagpurcell 4840004408

distance 0.187 · cross-district

#14 · Nagpurcell 4840003588

distance 0.19 · cross-district

#15 · Bhandaracell 4710002849

distance 0.199

#16 · Nagpurcell 4840006140

distance 0.201 · cross-district

#17 · Nagpurcell 4840007770

distance 0.201 · cross-district

#18 · Amravaticell 4680004218

distance 0.202 · 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":4710002864}}}'

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.