Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010478

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010518

distance 0.246

#2 · Amravaticell 4680008272

distance 0.247

#3 · Amravaticell 4680010477

distance 0.256

#4 · Amravaticell 4680010269

distance 0.26

#5 · Amravaticell 4680008385

distance 0.261

#6 · Amravaticell 4680007485

distance 0.28

#7 · Amravaticell 4680010325

distance 0.286

#8 · Amravaticell 4680008491

distance 0.287

#9 · Amravaticell 4680008495

distance 0.288

#10 · Amravaticell 4680008040

distance 0.29

#11 · Amravaticell 4680010155

distance 0.291

#12 · Amravaticell 4680009963

distance 0.295

#13 · Amravaticell 4680008492

distance 0.297

#14 · Amravaticell 4680008490

distance 0.3

#15 · Amravaticell 4680010178

distance 0.302

#16 · Amravaticell 4680010344

distance 0.307

#17 · Amravaticell 4680008384

distance 0.31

#18 · Amravaticell 4680010479

distance 0.314

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":4680010478}}}'

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.