Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001002

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001336

distance 0.236

#2 · Bhandaracell 4710003454

distance 0.241

#3 · Bhandaracell 4710001066

distance 0.251

#4 · Nagpurcell 4840002574

distance 0.292 · cross-district

#5 · Bhandaracell 4710001001

distance 0.307

#6 · Bhandaracell 4710001796

distance 0.31

#7 · Yavatmalcell 5000006086

distance 0.313 · cross-district

#8 · Bhandaracell 4710001288

distance 0.315

#9 · Bhandaracell 4710001098

distance 0.316

#10 · Nagpurcell 4840002858

distance 0.32 · cross-district

#11 · Nagpurcell 4840002954

distance 0.321 · cross-district

#12 · Nagpurcell 4840001483

distance 0.326 · cross-district

#13 · Nagpurcell 4840002022

distance 0.344 · cross-district

#14 · Bhandaracell 4710001632

distance 0.347

#15 · Nagpurcell 4840006517

distance 0.348 · cross-district

#16 · Bhandaracell 4710002437

distance 0.353

#17 · Gondiacell 4760002703

distance 0.355 · cross-district

#18 · Gondiacell 4760003364

distance 0.357 · 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":4710001002}}}'

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.