Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009652

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006215

distance 0.129 · cross-district

#2 · Nagpurcell 4840006096

distance 0.136 · cross-district

#3 · Amravaticell 4680008197

distance 0.147

#4 · Nagpurcell 4840006216

distance 0.148 · cross-district

#5 · Amravaticell 4680000563

distance 0.154

#6 · Nagpurcell 4840005704

distance 0.155 · cross-district

#7 · Nagpurcell 4840005326

distance 0.158 · cross-district

#8 · Nagpurcell 4840006090

distance 0.159 · cross-district

#9 · Nagpurcell 4840005323

distance 0.159 · cross-district

#10 · Nagpurcell 4840005651

distance 0.163 · cross-district

#11 · Amravaticell 4680003514

distance 0.168

#12 · Nagpurcell 4840005967

distance 0.173 · cross-district

#13 · Wardhacell 4980004673

distance 0.175 · cross-district

#14 · Nagpurcell 4840005835

distance 0.177 · cross-district

#15 · Nagpurcell 4840005966

distance 0.178 · cross-district

#16 · Nagpurcell 4840005832

distance 0.179 · cross-district

#17 · Wardhacell 4980000199

distance 0.18 · cross-district

#18 · Nagpurcell 4840005705

distance 0.181 · 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":4680009652}}}'

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.