Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001900

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003609

distance 0.266

#2 · Bhandaracell 4710000924

distance 0.266

#3 · Bhandaracell 4710003584

distance 0.274

#4 · Bhandaracell 4710003247

distance 0.298

#5 · Gondiacell 4760001083

distance 0.312 · cross-district

#6 · Nagpurcell 4840003041

distance 0.324 · cross-district

#7 · Bhandaracell 4710001751

distance 0.324

#8 · Nagpurcell 4840007245

distance 0.327 · cross-district

#9 · Gondiacell 4760001274

distance 0.332 · cross-district

#10 · Nagpurcell 4840000104

distance 0.332 · cross-district

#11 · Bhandaracell 4710001956

distance 0.335

#12 · Gondiacell 4760001143

distance 0.34 · cross-district

#13 · Gondiacell 4760003271

distance 0.342 · cross-district

#14 · Amravaticell 4680010438

distance 0.352 · cross-district

#15 · Bhandaracell 4710003291

distance 0.352

#16 · Gondiacell 4760003270

distance 0.353 · cross-district

#17 · Nagpurcell 4840006730

distance 0.359 · cross-district

#18 · Gondiacell 4760001182

distance 0.36 · 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":4710001900}}}'

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.