Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002776

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001653

distance 0.21

#2 · Bhandaracell 4710002431

distance 0.237

#3 · Bhandaracell 4710002605

distance 0.243

#4 · Bhandaracell 4710002774

distance 0.246

#5 · Nagpurcell 4840003709

distance 0.247 · cross-district

#6 · Nagpurcell 4840008250

distance 0.249 · cross-district

#7 · Nagpurcell 4840004099

distance 0.254 · cross-district

#8 · Bhandaracell 4710002381

distance 0.267

#9 · Bhandaracell 4710003464

distance 0.269

#10 · Bhandaracell 4710002749

distance 0.271

#11 · Bhandaracell 4710001040

distance 0.272

#12 · Bhandaracell 4710001037

distance 0.274

#13 · Bhandaracell 4710000970

distance 0.276

#14 · Bhandaracell 4710001274

distance 0.284

#15 · Nagpurcell 4840006838

distance 0.284 · cross-district

#16 · Nagpurcell 4840006627

distance 0.285 · cross-district

#17 · Nagpurcell 4840004205

distance 0.287 · cross-district

#18 · Bhandaracell 4710003090

distance 0.288

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":4710002776}}}'

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.