Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680002127

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 5 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002112

distance 0.196

#2 · Akolacell 4670003072

distance 0.202 · cross-district

#3 · Akolacell 4670002661

distance 0.217 · cross-district

#4 · Akolacell 4670002996

distance 0.219 · cross-district

#5 · Buldhanacell 4720006786

distance 0.219 · cross-district

#6 · Amravaticell 4680001513

distance 0.222

#7 · Amravaticell 4680003091

distance 0.237

#8 · Dharashivcell 4880000815

distance 0.246 · cross-district

#9 · Buldhanacell 4720005623

distance 0.247 · cross-district

#10 · Buldhanacell 4720005945

distance 0.247 · cross-district

#11 · Akolacell 4670002006

distance 0.251 · cross-district

#12 · Solapurcell 4960002828

distance 0.251 · cross-district

#13 · Akolacell 4670003357

distance 0.252 · cross-district

#14 · Akolacell 4670003312

distance 0.253 · cross-district

#15 · Amravaticell 4680001210

distance 0.253

#16 · Amravaticell 4680000994

distance 0.258

#17 · Buldhanacell 4720007687

distance 0.259 · cross-district

#18 · Akolacell 4670003865

distance 0.261 · 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":4680002127}}}'

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.