Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001381

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.26

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001599

distance 0.26 · cross-district

#2 · Gondiacell 4760001670

distance 0.263 · cross-district

#3 · Chandrapurcell 4730007907

distance 0.263 · cross-district

#4 · Bhandaracell 4710001479

distance 0.266

#5 · Bhandaracell 4710001580

distance 0.266

#6 · Gondiacell 4760003206

distance 0.269 · cross-district

#7 · Bhandaracell 4710001577

distance 0.288

#8 · Gondiacell 4760002150

distance 0.292 · cross-district

#9 · Bhandaracell 4710001325

distance 0.3

#10 · Wardhacell 4980003440

distance 0.309 · cross-district

#11 · Chandrapurcell 4730008125

distance 0.309 · cross-district

#12 · Bhandaracell 4710002694

distance 0.311

#13 · Chandrapurcell 4730007255

distance 0.315 · cross-district

#14 · Washimcell 4990003728

distance 0.321 · cross-district

#15 · Bhandaracell 4710002638

distance 0.326

#16 · Bhandaracell 4710001716

distance 0.326

#17 · Gondiacell 4760000810

distance 0.328 · cross-district

#18 · Chandrapurcell 4730009196

distance 0.328 · 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":4710001381}}}'

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.