Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001722

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004375

distance 0.199 · cross-district

#2 · Bhandaracell 4710001576

distance 0.229

#3 · Bhandaracell 4710001783

distance 0.256

#4 · Gondiacell 4760003736

distance 0.265 · cross-district

#5 · Wardhacell 4980001074

distance 0.272 · cross-district

#6 · Bhandaracell 4710001508

distance 0.275

#7 · Gondiacell 4760004003

distance 0.284 · cross-district

#8 · Chandrapurcell 4730007148

distance 0.285 · cross-district

#9 · Chandrapurcell 4730009471

distance 0.288 · cross-district

#10 · Bhandaracell 4710001872

distance 0.29

#11 · Nagpurcell 4840000577

distance 0.296 · cross-district

#12 · Chandrapurcell 4730005583

distance 0.297 · cross-district

#13 · Chandrapurcell 4730006033

distance 0.298 · cross-district

#14 · Bhandaracell 4710003252

distance 0.301

#15 · Chandrapurcell 4730006889

distance 0.301 · cross-district

#16 · Wardhacell 4980001470

distance 0.302 · cross-district

#17 · Wardhacell 4980000572

distance 0.303 · cross-district

#18 · Gondiacell 4760003505

distance 0.308 · 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":4710001722}}}'

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.