Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680005321

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.029

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005444

distance 0.029

#2 · Amravaticell 4680005087

distance 0.067

#3 · Amravaticell 4680005446

distance 0.067

#4 · Amravaticell 4680005203

distance 0.069

#5 · Amravaticell 4680005447

distance 0.076

#6 · Amravaticell 4680005085

distance 0.082

#7 · Amravaticell 4680005563

distance 0.082

#8 · Amravaticell 4680005579

distance 0.084

#9 · Amravaticell 4680005574

distance 0.087

#10 · Amravaticell 4680005572

distance 0.087

#11 · Amravaticell 4680005691

distance 0.094

#12 · Amravaticell 4680005575

distance 0.096

#13 · Amravaticell 4680005086

distance 0.096

#14 · Akolacell 4670004651

distance 0.098 · cross-district

#15 · Amravaticell 4680005694

distance 0.102

#16 · Amravaticell 4680005456

distance 0.103

#17 · Amravaticell 4680005451

distance 0.104

#18 · Amravaticell 4680005959

distance 0.106

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":4680005321}}}'

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.