Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002667

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.418

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002921

distance 0.418

#2 · Chandrapurcell 4730002180

distance 0.42 · cross-district

#3 · Gondiacell 4760002047

distance 0.461 · cross-district

#4 · Chandrapurcell 4730001010

distance 0.467 · cross-district

#5 · Chandrapurcell 4730000758

distance 0.475 · cross-district

#6 · Bhandaracell 4710003290

distance 0.476

#7 · Amravaticell 4680009106

distance 0.48 · cross-district

#8 · Nagpurcell 4840002434

distance 0.48 · cross-district

#9 · Nagpurcell 4840002757

distance 0.485 · cross-district

#10 · Gondiacell 4760001449

distance 0.487 · cross-district

#11 · Amravaticell 4680008110

distance 0.49 · cross-district

#12 · Nagpurcell 4840002857

distance 0.491 · cross-district

#13 · Gondiacell 4760002005

distance 0.492 · cross-district

#14 · Sanglicell 4930006574

distance 0.493 · cross-district

#15 · Gondiacell 4760002180

distance 0.494 · cross-district

#16 · Bhandaracell 4710002240

distance 0.498

#17 · Nagpurcell 4840003849

distance 0.499 · cross-district

#18 · Jalgaoncell 4780006360

distance 0.504 · 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":4710002667}}}'

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.