Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001996

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005123

distance 0.274 · cross-district

#2 · Bhandaracell 4710003583

distance 0.317

#3 · Gadchirolicell 4750012236

distance 0.319 · cross-district

#4 · Nagpurcell 4840004639

distance 0.324 · cross-district

#5 · Nagpurcell 4840006511

distance 0.335 · cross-district

#6 · Nagpurcell 4840008253

distance 0.335 · cross-district

#7 · Bhandaracell 4710000916

distance 0.343

#8 · Bhandaracell 4710000908

distance 0.343

#9 · Nagpurcell 4840004109

distance 0.348 · cross-district

#10 · Gondiacell 4760000082

distance 0.349 · cross-district

#11 · Bhandaracell 4710003436

distance 0.354

#12 · Nagpurcell 4840004003

distance 0.358 · cross-district

#13 · Nagpurcell 4840005894

distance 0.361 · cross-district

#14 · Bhandaracell 4710002597

distance 0.369

#15 · Nagpurcell 4840004649

distance 0.371 · cross-district

#16 · Nagpurcell 4840004430

distance 0.375 · cross-district

#17 · Bhandaracell 4710000911

distance 0.377

#18 · Gadchirolicell 4750010048

distance 0.378 · 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":4710001996}}}'

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.