Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680007413

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

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005659

distance 0.076 · cross-district

#2 · Amravaticell 4680007251

distance 0.084

#3 · Amravaticell 4680007079

distance 0.086

#4 · Wardhacell 4980005116

distance 0.108 · cross-district

#5 · Wardhacell 4980005458

distance 0.111 · cross-district

#6 · Amravaticell 4680007568

distance 0.112

#7 · Nagpurcell 4840005663

distance 0.112 · cross-district

#8 · Wardhacell 4980005354

distance 0.114 · cross-district

#9 · Wardhacell 4980005454

distance 0.114 · cross-district

#10 · Amravaticell 4680007237

distance 0.115

#11 · Wardhacell 4980005076

distance 0.117 · cross-district

#12 · Nagpurcell 4840005401

distance 0.118 · cross-district

#13 · Wardhacell 4980005455

distance 0.119 · cross-district

#14 · Wardhacell 4980005331

distance 0.121 · cross-district

#15 · Wardhacell 4980005100

distance 0.123 · cross-district

#16 · Wardhacell 4980005320

distance 0.124 · cross-district

#17 · Nagpurcell 4840005905

distance 0.126 · cross-district

#18 · Nagpurcell 4840006400

distance 0.127 · 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":4680007413}}}'

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.