Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004430

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004512

distance 0.212

#2 · Amravaticell 4680005120

distance 0.223

#3 · Amravaticell 4680005233

distance 0.243

#4 · Amravaticell 4680005868

distance 0.244

#5 · Amravaticell 4680004897

distance 0.246

#6 · Amravaticell 4680005614

distance 0.249

#7 · Amravaticell 4680004706

distance 0.251

#8 · Amravaticell 4680004338

distance 0.258

#9 · Amravaticell 4680004999

distance 0.26

#10 · Amravaticell 4680007018

distance 0.261

#11 · Amravaticell 4680005744

distance 0.265

#12 · Amravaticell 4680004613

distance 0.274

#13 · Parbhanicell 4890002944

distance 0.275 · cross-district

#14 · Amravaticell 4680005004

distance 0.279

#15 · Parbhanicell 4890002937

distance 0.282 · cross-district

#16 · Amravaticell 4680004426

distance 0.286

#17 · Parbhanicell 4890002604

distance 0.286 · cross-district

#18 · Nashikcell 4870007934

distance 0.291 · 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":4680004430}}}'

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.