Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001613

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001305

distance 0.142

#2 · Nagpurcell 4840000651

distance 0.172 · cross-district

#3 · Bhandaracell 4710001745

distance 0.173

#4 · Wardhacell 4980001843

distance 0.175 · cross-district

#5 · Chandrapurcell 4730007798

distance 0.183 · cross-district

#6 · Bhandaracell 4710002596

distance 0.193

#7 · Nagpurcell 4840005887

distance 0.194 · cross-district

#8 · Bhandaracell 4710001449

distance 0.195

#9 · Bhandaracell 4710002336

distance 0.198

#10 · Wardhacell 4980002173

distance 0.2 · cross-district

#11 · Wardhacell 4980002418

distance 0.201 · cross-district

#12 · Chandrapurcell 4730001626

distance 0.201 · cross-district

#13 · Bhandaracell 4710001610

distance 0.202

#14 · Nagpurcell 4840003008

distance 0.202 · cross-district

#15 · Bhandaracell 4710002432

distance 0.203

#16 · Bhandaracell 4710002429

distance 0.204

#17 · Nagpurcell 4840000658

distance 0.204 · cross-district

#18 · Bhandaracell 4710001469

distance 0.206

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":4710001613}}}'

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.