Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002004

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001948

distance 0.103

#2 · Bhandaracell 4710002173

distance 0.108

#3 · Nagpurcell 4840006385

distance 0.113 · cross-district

#4 · Bhandaracell 4710001893

distance 0.119

#5 · Bhandaracell 4710001951

distance 0.119

#6 · Bhandaracell 4710002966

distance 0.12

#7 · Gondiacell 4760001822

distance 0.121 · cross-district

#8 · Bhandaracell 4710001779

distance 0.132

#9 · Gondiacell 4760002101

distance 0.135 · cross-district

#10 · Bhandaracell 4710001778

distance 0.137

#11 · Gondiacell 4760002103

distance 0.139 · cross-district

#12 · Bhandaracell 4710003296

distance 0.139

#13 · Bhandaracell 4710002963

distance 0.152

#14 · Bhandaracell 4710001561

distance 0.154

#15 · Bhandaracell 4710003002

distance 0.155

#16 · Bhandaracell 4710001619

distance 0.156

#17 · Bhandaracell 4710002899

distance 0.156

#18 · Bhandaracell 4710002005

distance 0.158

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":4710002004}}}'

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.