Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003028

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002731

distance 0.313

#2 · Bhandaracell 4710003101

distance 0.341

#3 · Bhandaracell 4710001226

distance 0.352

#4 · Bhandaracell 4710003487

distance 0.37

#5 · Bhandaracell 4710003068

distance 0.376

#6 · Gondiacell 4760001046

distance 0.381 · cross-district

#7 · Nagpurcell 4840000204

distance 0.392 · cross-district

#8 · Gondiacell 4760000989

distance 0.393 · cross-district

#9 · Gondiacell 4760000923

distance 0.394 · cross-district

#10 · Gondiacell 4760001238

distance 0.399 · cross-district

#11 · Bhandaracell 4710003027

distance 0.403

#12 · Gondiacell 4760001193

distance 0.409 · cross-district

#13 · Gondiacell 4760001146

distance 0.418 · cross-district

#14 · Bhandaracell 4710003398

distance 0.435

#15 · Bhandaracell 4710003618

distance 0.455

#16 · Bhandaracell 4710001145

distance 0.468

#17 · Gondiacell 4760000933

distance 0.475 · cross-district

#18 · Bhandaracell 4710003452

distance 0.477

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":4710003028}}}'

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.