Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004382

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980004233

distance 0.182 · cross-district

#2 · Wardhacell 4980002537

distance 0.184 · cross-district

#3 · Amravaticell 4680002924

distance 0.192

#4 · Amravaticell 4680008507

distance 0.211

#5 · Amravaticell 4680007681

distance 0.213

#6 · Amravaticell 4680004102

distance 0.213

#7 · Wardhacell 4980004589

distance 0.213 · cross-district

#8 · Amravaticell 4680002923

distance 0.217

#9 · Wardhacell 4980002462

distance 0.22 · cross-district

#10 · Nagpurcell 4840003556

distance 0.22 · cross-district

#11 · Beedcell 4700006040

distance 0.221 · cross-district

#12 · Amravaticell 4680001027

distance 0.226

#13 · Amravaticell 4680003013

distance 0.23

#14 · Amravaticell 4680005665

distance 0.23

#15 · Amravaticell 4680001407

distance 0.231

#16 · Wardhacell 4980003382

distance 0.233 · cross-district

#17 · Amravaticell 4680008190

distance 0.235

#18 · Wardhacell 4980001778

distance 0.235 · 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":4680004382}}}'

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.