Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002079

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.365

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002077

distance 0.365

#2 · Bhandaracell 4710002076

distance 0.4

#3 · Jalgaoncell 4780009300

distance 0.443 · cross-district

#4 · Nagpurcell 4840003760

distance 0.471 · cross-district

#5 · Amravaticell 4680005645

distance 0.479 · cross-district

#6 · Chandrapurcell 4730002448

distance 0.484 · cross-district

#7 · Chandrapurcell 4730004513

distance 0.484 · cross-district

#8 · Yavatmalcell 5000009659

distance 0.498 · cross-district

#9 · Thanecell 4970000449

distance 0.499 · cross-district

#10 · Thanecell 4970000286

distance 0.507 · cross-district

#11 · Kolhapurcell 4800005317

distance 0.511 · cross-district

#12 · Gondiacell 4760003862

distance 0.516 · cross-district

#13 · Washimcell 4990003858

distance 0.518 · cross-district

#14 · Amravaticell 4680002688

distance 0.518 · cross-district

#15 · Amravaticell 4680006148

distance 0.518 · cross-district

#16 · Parbhanicell 4890001780

distance 0.521 · cross-district

#17 · Parbhanicell 4890003838

distance 0.527 · cross-district

#18 · Jalgaoncell 4780005893

distance 0.533 · 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":4710002079}}}'

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.