Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010383

The MH-36 locality cells most similar to this Amravati 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010436

distance 0.206

#2 · Nagpurcell 4840005625

distance 0.226 · cross-district

#3 · Nagpurcell 4840001716

distance 0.238 · cross-district

#4 · Yavatmalcell 5000007289

distance 0.238 · cross-district

#5 · Bhandaracell 4710002869

distance 0.245 · cross-district

#6 · Amravaticell 4680010435

distance 0.249

#7 · Nagpurcell 4840006277

distance 0.264 · cross-district

#8 · Nagpurcell 4840005626

distance 0.271 · cross-district

#9 · Wardhacell 4980000206

distance 0.279 · cross-district

#10 · Nagpurcell 4840002085

distance 0.28 · cross-district

#11 · Nagpurcell 4840006153

distance 0.28 · cross-district

#12 · Nagpurcell 4840005896

distance 0.282 · cross-district

#13 · Amravaticell 4680000404

distance 0.282

#14 · Nagpurcell 4840003229

distance 0.283 · cross-district

#15 · Yavatmalcell 5000004613

distance 0.288 · cross-district

#16 · Jalgaoncell 4780008025

distance 0.289 · cross-district

#17 · Yavatmalcell 5000008176

distance 0.289 · cross-district

#18 · Yavatmalcell 5000006907

distance 0.292 · 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":468,"cluster_id":4680010383}}}'

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.