Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002647

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002621

distance 0.14

#2 · Nagpurcell 4840006154

distance 0.154 · cross-district

#3 · Bhandaracell 4710002701

distance 0.155

#4 · Bhandaracell 4710002728

distance 0.156

#5 · Bhandaracell 4710002542

distance 0.161

#6 · Nagpurcell 4840005899

distance 0.168 · cross-district

#7 · Nagpurcell 4840004002

distance 0.169 · cross-district

#8 · Bhandaracell 4710003433

distance 0.174

#9 · Nagpurcell 4840004649

distance 0.182 · cross-district

#10 · Nagpurcell 4840004430

distance 0.185 · cross-district

#11 · Nagpurcell 4840004764

distance 0.192 · cross-district

#12 · Nagpurcell 4840004007

distance 0.197 · cross-district

#13 · Bhandaracell 4710002570

distance 0.203

#14 · Nagpurcell 4840005640

distance 0.206 · cross-district

#15 · Bhandaracell 4710002840

distance 0.21

#16 · Bhandaracell 4710002785

distance 0.214

#17 · Bhandaracell 4710002871

distance 0.216

#18 · Bhandaracell 4710002469

distance 0.217

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":4710002647}}}'

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.