Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680008554

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680008458

distance 0.118

#2 · Amravaticell 4680009028

distance 0.134

#3 · Amravaticell 4680008555

distance 0.143

#4 · Amravaticell 4680009696

distance 0.145

#5 · Amravaticell 4680008123

distance 0.147

#6 · Amravaticell 4680009397

distance 0.148

#7 · Amravaticell 4680007999

distance 0.161

#8 · Amravaticell 4680008656

distance 0.162

#9 · Amravaticell 4680009120

distance 0.164

#10 · Amravaticell 4680008558

distance 0.166

#11 · Amravaticell 4680008657

distance 0.168

#12 · Amravaticell 4680008001

distance 0.169

#13 · Amravaticell 4680008349

distance 0.169

#14 · Amravaticell 4680009697

distance 0.17

#15 · Amravaticell 4680007595

distance 0.17

#16 · Amravaticell 4680008453

distance 0.171

#17 · Amravaticell 4680008454

distance 0.172

#18 · Amravaticell 4680007597

distance 0.173

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":4680008554}}}'

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.