Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001944

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001331

distance 0.278

#2 · Bhandaracell 4710001413

distance 0.284

#3 · Nagpurcell 4840006279

distance 0.303 · cross-district

#4 · Bhandaracell 4710001579

distance 0.308

#5 · Bhandaracell 4710001716

distance 0.309

#6 · Bhandaracell 4710003607

distance 0.309

#7 · Nagpurcell 4840004997

distance 0.317 · cross-district

#8 · Bhandaracell 4710001429

distance 0.322

#9 · Bhandaracell 4710001482

distance 0.323

#10 · Bhandaracell 4710002847

distance 0.323

#11 · Gondiacell 4760000859

distance 0.328 · cross-district

#12 · Bhandaracell 4710001508

distance 0.33

#13 · Nagpurcell 4840005244

distance 0.331 · cross-district

#14 · Bhandaracell 4710003579

distance 0.331

#15 · Gondiacell 4760000843

distance 0.334 · cross-district

#16 · Nagpurcell 4840003995

distance 0.335 · cross-district

#17 · Nagpurcell 4840003751

distance 0.338 · cross-district

#18 · Bhandaracell 4710002785

distance 0.343

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":4710001944}}}'

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.