Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003401

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003443

distance 0.08

#2 · Bhandaracell 4710003548

distance 0.119

#3 · Bhandaracell 4710003396

distance 0.211

#4 · Bhandaracell 4710003591

distance 0.22

#5 · Bhandaracell 4710003446

distance 0.221

#6 · Bhandaracell 4710003080

distance 0.227

#7 · Bhandaracell 4710003616

distance 0.228

#8 · Bhandaracell 4710003136

distance 0.231

#9 · Nagpurcell 4840007833

distance 0.234 · cross-district

#10 · Bhandaracell 4710002258

distance 0.236

#11 · Gondiacell 4760003855

distance 0.238 · cross-district

#12 · Bhandaracell 4710003399

distance 0.241

#13 · Bhandaracell 4710003475

distance 0.242

#14 · Nagpurcell 4840008396

distance 0.242 · cross-district

#15 · Bhandaracell 4710003047

distance 0.243

#16 · Bhandaracell 4710002251

distance 0.244

#17 · Bhandaracell 4710003444

distance 0.25

#18 · Bhandaracell 4710003408

distance 0.253

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":4710003401}}}'

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.