Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680007513

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680007663

distance 0.139

#2 · Nagpurcell 4840007620

distance 0.15 · cross-district

#3 · Nagpurcell 4840007522

distance 0.157 · cross-district

#4 · Nagpurcell 4840008621

distance 0.162 · cross-district

#5 · Akolacell 4670000450

distance 0.176 · cross-district

#6 · Hingolicell 4770001098

distance 0.181 · cross-district

#7 · Nagpurcell 4840007957

distance 0.189 · cross-district

#8 · Nagpurcell 4840008265

distance 0.194 · cross-district

#9 · Akolacell 4670000578

distance 0.196 · cross-district

#10 · Akolacell 4670003247

distance 0.211 · cross-district

#11 · Nagpurcell 4840007444

distance 0.212 · cross-district

#12 · Washimcell 4990003755

distance 0.213 · cross-district

#13 · Washimcell 4990003714

distance 0.215 · cross-district

#14 · Jalgaoncell 4780002574

distance 0.218 · cross-district

#15 · Amravaticell 4680001668

distance 0.219

#16 · Akolacell 4670000357

distance 0.221 · cross-district

#17 · Amravaticell 4680003845

distance 0.222

#18 · Washimcell 4990003708

distance 0.222 · 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":4680007513}}}'

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.