Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002299

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002196

distance 0.092

#2 · Gondiacell 4760002867

distance 0.116 · cross-district

#3 · Gondiacell 4760002869

distance 0.121 · cross-district

#4 · Gondiacell 4760003041

distance 0.127 · cross-district

#5 · Bhandaracell 4710002641

distance 0.129

#6 · Bhandaracell 4710001811

distance 0.133

#7 · Gondiacell 4760002954

distance 0.141 · cross-district

#8 · Bhandaracell 4710002629

distance 0.143

#9 · Bhandaracell 4710001920

distance 0.148

#10 · Bhandaracell 4710001497

distance 0.149

#11 · Gondiacell 4760003125

distance 0.152 · cross-district

#12 · Gondiacell 4760003117

distance 0.153 · cross-district

#13 · Gondiacell 4760002199

distance 0.157 · cross-district

#14 · Gondiacell 4760003124

distance 0.162 · cross-district

#15 · Bhandaracell 4710003567

distance 0.162

#16 · Bhandaracell 4710001395

distance 0.162

#17 · Gondiacell 4760002530

distance 0.164 · cross-district

#18 · Bhandaracell 4710001598

distance 0.173

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":4710002299}}}'

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.