Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001633

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002521

distance 0.282

#2 · Gondiacell 4760002394

distance 0.289 · cross-district

#3 · Nagpurcell 4840003148

distance 0.338 · cross-district

#4 · Nagpurcell 4840001098

distance 0.346 · cross-district

#5 · Bhandaracell 4710001642

distance 0.36

#6 · Bhandaracell 4710000349

distance 0.362

#7 · Hingolicell 4770003126

distance 0.369 · cross-district

#8 · Chandrapurcell 4730005367

distance 0.371 · cross-district

#9 · Jalgaoncell 4780005500

distance 0.373 · cross-district

#10 · Bhandaracell 4710002484

distance 0.376

#11 · Bhandaracell 4710002135

distance 0.383

#12 · Nagpurcell 4840001244

distance 0.383 · cross-district

#13 · Bhandaracell 4710003466

distance 0.385

#14 · Chhatrapati Sambhajinagarcell 4690002481

distance 0.388 · cross-district

#15 · Gondiacell 4760001975

distance 0.396 · cross-district

#16 · Nagpurcell 4840001210

distance 0.397 · cross-district

#17 · Parbhanicell 4890005434

distance 0.399 · cross-district

#18 · Kolhapurcell 4800001777

distance 0.399 · 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":4710001633}}}'

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.