Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010306

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010412

distance 0.239

#2 · Parbhanicell 4890004889

distance 0.243 · cross-district

#3 · Beedcell 4700005731

distance 0.244 · cross-district

#4 · Hingolicell 4770000469

distance 0.247 · cross-district

#5 · Akolacell 4670000822

distance 0.248 · cross-district

#6 · Buldhanacell 4720004420

distance 0.25 · cross-district

#7 · Hingolicell 4770001665

distance 0.252 · cross-district

#8 · Hingolicell 4770001625

distance 0.257 · cross-district

#9 · Parbhanicell 4890004228

distance 0.259 · cross-district

#10 · Beedcell 4700005724

distance 0.262 · cross-district

#11 · Hingolicell 4770004021

distance 0.262 · cross-district

#12 · Parbhanicell 4890003977

distance 0.264 · cross-district

#13 · Jalnacell 4790003502

distance 0.264 · cross-district

#14 · Jalnacell 4790002730

distance 0.266 · cross-district

#15 · Dharashivcell 4880000596

distance 0.267 · cross-district

#16 · Akolacell 4670001357

distance 0.268 · cross-district

#17 · Amravaticell 4680002699

distance 0.269

#18 · Jalnacell 4790003749

distance 0.269 · 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":4680010306}}}'

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.