Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002513

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002450

distance 0.301 · cross-district

#2 · Bhandaracell 4710003529

distance 0.306

#3 · Jalgaoncell 4780004184

distance 0.325 · cross-district

#4 · Wardhacell 4980003120

distance 0.327 · cross-district

#5 · Nagpurcell 4840001293

distance 0.329 · cross-district

#6 · Bhandaracell 4710001465

distance 0.329

#7 · Nagpurcell 4840006718

distance 0.332 · cross-district

#8 · Nagpurcell 4840005089

distance 0.338 · cross-district

#9 · Gondiacell 4760004059

distance 0.341 · cross-district

#10 · Bhandaracell 4710002800

distance 0.342

#11 · Nagpurcell 4840004497

distance 0.347 · cross-district

#12 · Chandrapurcell 4730005915

distance 0.365 · cross-district

#13 · Chandrapurcell 4730004889

distance 0.368 · cross-district

#14 · Nagpurcell 4840003565

distance 0.369 · cross-district

#15 · Jalgaoncell 4780005917

distance 0.369 · cross-district

#16 · Gadchirolicell 4750009060

distance 0.369 · cross-district

#17 · Gondiacell 4760003861

distance 0.371 · cross-district

#18 · Jalgaoncell 4780006370

distance 0.372 · 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":4710002513}}}'

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.