Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680005728

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001870

distance 0.241 · cross-district

#2 · Akolacell 4670004677

distance 0.274 · cross-district

#3 · Nagpurcell 4840006612

distance 0.285 · cross-district

#4 · Jalgaoncell 4780006517

distance 0.291 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690004077

distance 0.297 · cross-district

#6 · Sataracell 4940000374

distance 0.3 · cross-district

#7 · Ahmednagarcell 4660014110

distance 0.307 · cross-district

#8 · Amravaticell 4680005863

distance 0.308

#9 · Sataracell 4940000663

distance 0.312 · cross-district

#10 · Nagpurcell 4840006505

distance 0.314 · cross-district

#11 · Jalgaoncell 4780005638

distance 0.315 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003591

distance 0.32 · cross-district

#13 · Beedcell 4700003295

distance 0.32 · cross-district

#14 · Akolacell 4670004656

distance 0.32 · cross-district

#15 · Amravaticell 4680003284

distance 0.322

#16 · Jalgaoncell 4780005501

distance 0.322 · cross-district

#17 · Amravaticell 4680005502

distance 0.323

#18 · Amravaticell 4680007335

distance 0.323

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":4680005728}}}'

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.