Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001099

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001209

distance 0.314

#2 · Bhandaracell 4710001167

distance 0.357

#3 · Bhandaracell 4710000967

distance 0.358

#4 · Nagpurcell 4840001318

distance 0.44 · cross-district

#5 · Bhandaracell 4710001034

distance 0.442

#6 · Gondiacell 4760004047

distance 0.442 · cross-district

#7 · Nagpurcell 4840001614

distance 0.463 · cross-district

#8 · Nagpurcell 4840001834

distance 0.478 · cross-district

#9 · Nagpurcell 4840001480

distance 0.479 · cross-district

#10 · Nagpurcell 4840001929

distance 0.492 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005164

distance 0.493 · cross-district

#12 · Jalgaoncell 4780002109

distance 0.493 · cross-district

#13 · Gondiacell 4760002236

distance 0.495 · cross-district

#14 · Nagpurcell 4840001568

distance 0.497 · cross-district

#15 · Amravaticell 4680008110

distance 0.498 · cross-district

#16 · Nagpurcell 4840002856

distance 0.503 · cross-district

#17 · Nagpurcell 4840006933

distance 0.507 · cross-district

#18 · Bhandaracell 4710001066

distance 0.52

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":4710001099}}}'

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.