Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680004121

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

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003717

distance 0.065

#2 · Amravaticell 4680004016

distance 0.065

#3 · Amravaticell 4680003926

distance 0.066

#4 · Amravaticell 4680004111

distance 0.09

#5 · Amravaticell 4680003238

distance 0.095

#6 · Amravaticell 4680002945

distance 0.097

#7 · Amravaticell 4680003823

distance 0.102

#8 · Amravaticell 4680004019

distance 0.102

#9 · Amravaticell 4680003522

distance 0.102

#10 · Amravaticell 4680002739

distance 0.103

#11 · Amravaticell 4680003821

distance 0.103

#12 · Amravaticell 4680006176

distance 0.106

#13 · Amravaticell 4680004025

distance 0.107

#14 · Amravaticell 4680002841

distance 0.108

#15 · Akolacell 4670004249

distance 0.108 · cross-district

#16 · Amravaticell 4680004015

distance 0.108

#17 · Amravaticell 4680003528

distance 0.109

#18 · Amravaticell 4680003624

distance 0.11

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":4680004121}}}'

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.