Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002670

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008594

distance 0.23 · cross-district

#2 · Nagpurcell 4840002110

distance 0.236 · cross-district

#3 · Nagpurcell 4840002297

distance 0.239 · cross-district

#4 · Nagpurcell 4840002104

distance 0.245 · cross-district

#5 · Bhandaracell 4710002549

distance 0.252

#6 · Bhandaracell 4710002550

distance 0.26

#7 · Nagpurcell 4840001105

distance 0.272 · cross-district

#8 · Jalgaoncell 4780005487

distance 0.28 · cross-district

#9 · Wardhacell 4980002207

distance 0.281 · cross-district

#10 · Nagpurcell 4840003888

distance 0.281 · cross-district

#11 · Nagpurcell 4840006140

distance 0.282 · cross-district

#12 · Nagpurcell 4840001920

distance 0.288 · cross-district

#13 · Jalgaoncell 4780005356

distance 0.291 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006148

distance 0.297 · cross-district

#15 · Bhandaracell 4710002865

distance 0.299

#16 · Nagpurcell 4840004109

distance 0.3 · cross-district

#17 · Wardhacell 4980000193

distance 0.301 · cross-district

#18 · Wardhacell 4980002420

distance 0.306 · 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":4710002670}}}'

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.