Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002621

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004649

distance 0.128 · cross-district

#2 · Bhandaracell 4710002647

distance 0.14

#3 · Nagpurcell 4840004996

distance 0.175 · cross-district

#4 · Bhandaracell 4710003433

distance 0.177

#5 · Bhandaracell 4710001630

distance 0.19

#6 · Nagpurcell 4840004430

distance 0.194 · cross-district

#7 · Nagpurcell 4840005769

distance 0.198 · cross-district

#8 · Nagpurcell 4840005894

distance 0.199 · cross-district

#9 · Nagpurcell 4840005640

distance 0.199 · cross-district

#10 · Bhandaracell 4710002728

distance 0.202

#11 · Nagpurcell 4840004760

distance 0.206 · cross-district

#12 · Bhandaracell 4710002164

distance 0.216

#13 · Gondiacell 4760001101

distance 0.219 · cross-district

#14 · Bhandaracell 4710002542

distance 0.219

#15 · Nagpurcell 4840005899

distance 0.221 · cross-district

#16 · Bhandaracell 4710003567

distance 0.222

#17 · Nagpurcell 4840005002

distance 0.223 · cross-district

#18 · Bhandaracell 4710002762

distance 0.223

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":4710002621}}}'

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.