Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680008908

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

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006844

distance 0.044 · cross-district

#2 · Nagpurcell 4840007562

distance 0.061 · cross-district

#3 · Nagpurcell 4840007359

distance 0.071 · cross-district

#4 · Nagpurcell 4840006541

distance 0.072 · cross-district

#5 · Nagpurcell 4840006525

distance 0.073 · cross-district

#6 · Nagpurcell 4840007654

distance 0.076 · cross-district

#7 · Nagpurcell 4840007649

distance 0.077 · cross-district

#8 · Amravaticell 4680008424

distance 0.078

#9 · Nagpurcell 4840006960

distance 0.08 · cross-district

#10 · Nagpurcell 4840006852

distance 0.081 · cross-district

#11 · Nagpurcell 4840006634

distance 0.089 · cross-district

#12 · Nagpurcell 4840006427

distance 0.089 · cross-district

#13 · Nagpurcell 4840006845

distance 0.09 · cross-district

#14 · Amravaticell 4680009662

distance 0.096

#15 · Nagpurcell 4840007459

distance 0.096 · cross-district

#16 · Amravaticell 4680008090

distance 0.099

#17 · Nagpurcell 4840007567

distance 0.101 · cross-district

#18 · Nagpurcell 4840007461

distance 0.101 · 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":4680008908}}}'

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.