Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003549

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003413

distance 0.139

#2 · Bhandaracell 4710003539

distance 0.17

#3 · Bhandaracell 4710003364

distance 0.178

#4 · Bhandaracell 4710003448

distance 0.183

#5 · Bhandaracell 4710003485

distance 0.185

#6 · Bhandaracell 4710003404

distance 0.198

#7 · Gondiacell 4760004482

distance 0.2 · cross-district

#8 · Bhandaracell 4710003502

distance 0.202

#9 · Bhandaracell 4710003189

distance 0.208

#10 · Bhandaracell 4710003143

distance 0.208

#11 · Gondiacell 4760003856

distance 0.214 · cross-district

#12 · Bhandaracell 4710002482

distance 0.215

#13 · Bhandaracell 4710003149

distance 0.218

#14 · Bhandaracell 4710003623

distance 0.218

#15 · Bhandaracell 4710003544

distance 0.22

#16 · Gondiacell 4760004442

distance 0.22 · cross-district

#17 · Gondiacell 4760003872

distance 0.22 · cross-district

#18 · Gondiacell 4760004240

distance 0.222 · 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":4710003549}}}'

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.