Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001578

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000922

distance 0.216 · cross-district

#2 · Bhandaracell 4710001463

distance 0.249

#3 · Bhandaracell 4710002331

distance 0.272

#4 · Gondiacell 4760000980

distance 0.273 · cross-district

#5 · Bhandaracell 4710001943

distance 0.28

#6 · Chandrapurcell 4730008882

distance 0.284 · cross-district

#7 · Bhandaracell 4710001481

distance 0.285

#8 · Gondiacell 4760000917

distance 0.299 · cross-district

#9 · Chandrapurcell 4730007579

distance 0.3 · cross-district

#10 · Chandrapurcell 4730006543

distance 0.3 · cross-district

#11 · Bhandaracell 4710002791

distance 0.308

#12 · Nagpurcell 4840005252

distance 0.312 · cross-district

#13 · Chandrapurcell 4730006999

distance 0.32 · cross-district

#14 · Bhandaracell 4710001573

distance 0.324

#15 · Gadchirolicell 4750012203

distance 0.326 · cross-district

#16 · Gondiacell 4760001142

distance 0.328 · cross-district

#17 · Chandrapurcell 4730009246

distance 0.33 · cross-district

#18 · Bhandaracell 4710000992

distance 0.33

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":4710001578}}}'

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.