Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680003039

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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.047

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004120

distance 0.047

#2 · Amravaticell 4680002943

distance 0.073

#3 · Amravaticell 4680003431

distance 0.075

#4 · Amravaticell 4680003333

distance 0.079

#5 · Amravaticell 4680002828

distance 0.08

#6 · Amravaticell 4680003330

distance 0.08

#7 · Amravaticell 4680003724

distance 0.081

#8 · Amravaticell 4680003533

distance 0.084

#9 · Amravaticell 4680002425

distance 0.091

#10 · Amravaticell 4680002934

distance 0.092

#11 · Amravaticell 4680002835

distance 0.101

#12 · Amravaticell 4680003663

distance 0.106

#13 · Amravaticell 4680004927

distance 0.108

#14 · Akolacell 4670004247

distance 0.11 · cross-district

#15 · Amravaticell 4680002842

distance 0.111

#16 · Amravaticell 4680003928

distance 0.113

#17 · Amravaticell 4680003041

distance 0.116

#18 · Amravaticell 4680004012

distance 0.116

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":4680003039}}}'

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.