Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002685

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000985

distance 0.247 · cross-district

#2 · Nagpurcell 4840007947

distance 0.269 · cross-district

#3 · Nagpurcell 4840006927

distance 0.289 · cross-district

#4 · Bhandaracell 4710002861

distance 0.298

#5 · Bhandaracell 4710000912

distance 0.303

#6 · Bhandaracell 4710002708

distance 0.313

#7 · Nagpurcell 4840003515

distance 0.313 · cross-district

#8 · Bhandaracell 4710002713

distance 0.314

#9 · Bhandaracell 4710001985

distance 0.335

#10 · Bhandaracell 4710002686

distance 0.335

#11 · Nagpurcell 4840005884

distance 0.34 · cross-district

#12 · Nagpurcell 4840006507

distance 0.341 · cross-district

#13 · Nagpurcell 4840006503

distance 0.341 · cross-district

#14 · Nagpurcell 4840006006

distance 0.343 · cross-district

#15 · Bhandaracell 4710002830

distance 0.344

#16 · Gondiacell 4760000507

distance 0.347 · cross-district

#17 · Bhandaracell 4710000424

distance 0.347

#18 · Bhandaracell 4710003614

distance 0.349

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":4710002685}}}'

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.