Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680008621

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680008810

distance 0.087

#2 · Amravaticell 4680001648

distance 0.128

#3 · Amravaticell 4680003704

distance 0.129

#4 · Amravaticell 4680007557

distance 0.131

#5 · Amravaticell 4680008523

distance 0.135

#6 · Amravaticell 4680001542

distance 0.14

#7 · Amravaticell 4680007704

distance 0.14

#8 · Amravaticell 4680008791

distance 0.14

#9 · Amravaticell 4680002101

distance 0.142

#10 · Amravaticell 4680007838

distance 0.144

#11 · Amravaticell 4680007412

distance 0.146

#12 · Yavatmalcell 5000010677

distance 0.15 · cross-district

#13 · Yavatmalcell 5000010389

distance 0.153 · cross-district

#14 · Amravaticell 4680001389

distance 0.154

#15 · Wardhacell 4980001454

distance 0.155 · cross-district

#16 · Amravaticell 4680007962

distance 0.156

#17 · Wardhacell 4980004294

distance 0.156 · cross-district

#18 · Wardhacell 4980004685

distance 0.156 · 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":4680008621}}}'

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.