Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001673

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002165

distance 0.222

#2 · Bhandaracell 4710001884

distance 0.23

#3 · Bhandaracell 4710001523

distance 0.234

#4 · Amravaticell 4680009976

distance 0.248 · cross-district

#5 · Bhandaracell 4710003505

distance 0.248

#6 · Chandrapurcell 4730008975

distance 0.251 · cross-district

#7 · Bhandaracell 4710001836

distance 0.252

#8 · Bhandaracell 4710001159

distance 0.254

#9 · Bhandaracell 4710001080

distance 0.257

#10 · Gondiacell 4760001522

distance 0.261 · cross-district

#11 · Bhandaracell 4710001658

distance 0.27

#12 · Bhandaracell 4710002213

distance 0.271

#13 · Bhandaracell 4710001670

distance 0.273

#14 · Bhandaracell 4710002109

distance 0.274

#15 · Bhandaracell 4710002673

distance 0.274

#16 · Bhandaracell 4710002263

distance 0.274

#17 · Bhandaracell 4710003567

distance 0.276

#18 · Bhandaracell 4710003419

distance 0.277

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":4710001673}}}'

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.