Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002170

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002171

distance 0.148

#2 · Amravaticell 4680002785

distance 0.176

#3 · Amravaticell 4680002584

distance 0.177

#4 · Buldhanacell 4720006369

distance 0.235 · cross-district

#5 · Amravaticell 4680002278

distance 0.246

#6 · Laturcell 4810003163

distance 0.27 · cross-district

#7 · Parbhanicell 4890002932

distance 0.289 · cross-district

#8 · Jalgaoncell 4780005610

distance 0.291 · cross-district

#9 · Amravaticell 4680002277

distance 0.31

#10 · Akolacell 4670001999

distance 0.311 · cross-district

#11 · Jalgaoncell 4780006061

distance 0.319 · cross-district

#12 · Parbhanicell 4890002760

distance 0.321 · cross-district

#13 · Amravaticell 4680002059

distance 0.323

#14 · Yavatmalcell 5000009770

distance 0.328 · cross-district

#15 · Jalgaoncell 4780005746

distance 0.334 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003006

distance 0.341 · cross-district

#17 · Yavatmalcell 5000002936

distance 0.342 · cross-district

#18 · Solapurcell 4960004752

distance 0.345 · 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":4680002170}}}'

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.