Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002915

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002914

distance 0.285

#2 · Nagpurcell 4840004282

distance 0.426 · cross-district

#3 · Chandrapurcell 4730005581

distance 0.479 · cross-district

#4 · Nagpurcell 4840006721

distance 0.52 · cross-district

#5 · Nagpurcell 4840004281

distance 0.539 · cross-district

#6 · Nagpurcell 4840003373

distance 0.54 · cross-district

#7 · Chandrapurcell 4730005688

distance 0.544 · cross-district

#8 · Beedcell 4700003114

distance 0.563 · cross-district

#9 · Nagpurcell 4840004394

distance 0.575 · cross-district

#10 · Bhandaracell 4710002885

distance 0.579

#11 · Amravaticell 4680002061

distance 0.595 · cross-district

#12 · Thanecell 4970000164

distance 0.597 · cross-district

#13 · Thanecell 4970000451

distance 0.603 · cross-district

#14 · Nagpurcell 4840003963

distance 0.606 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002802

distance 0.606 · cross-district

#16 · Nagpurcell 4840004960

distance 0.611 · cross-district

#17 · Gondiacell 4760003912

distance 0.611 · cross-district

#18 · Nagpurcell 4840003974

distance 0.611 · 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":4710002915}}}'

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.