Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001715

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760002202

distance 0.2 · cross-district

#2 · Nagpurcell 4840005097

distance 0.256 · cross-district

#3 · Nagpurcell 4840006116

distance 0.26 · cross-district

#4 · Wardhacell 4980001474

distance 0.264 · cross-district

#5 · Gondiacell 4760003133

distance 0.275 · cross-district

#6 · Bhandaracell 4710001695

distance 0.285

#7 · Wardhacell 4980000516

distance 0.293 · cross-district

#8 · Bhandaracell 4710002327

distance 0.297

#9 · Wardhacell 4980001569

distance 0.303 · cross-district

#10 · Gondiacell 4760003101

distance 0.305 · cross-district

#11 · Bhandaracell 4710001788

distance 0.309

#12 · Bhandaracell 4710001385

distance 0.309

#13 · Wardhacell 4980000238

distance 0.316 · cross-district

#14 · Chandrapurcell 4730006497

distance 0.316 · cross-district

#15 · Nagpurcell 4840008002

distance 0.32 · cross-district

#16 · Bhandaracell 4710001696

distance 0.321

#17 · Bhandaracell 4710001485

distance 0.321

#18 · Nagpurcell 4840004847

distance 0.322 · 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":4710001715}}}'

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.