Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004237

The MH-36 locality cells most similar to this Akola 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 12 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.351

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680000388

distance 0.351 · cross-district

#2 · Amravaticell 4680002630

distance 0.359 · cross-district

#3 · Akolacell 4670000440

distance 0.364

#4 · Buldhanacell 4720008007

distance 0.368 · cross-district

#5 · Punecell 4900001298

distance 0.372 · cross-district

#6 · Nagpurcell 4840002511

distance 0.376 · cross-district

#7 · Sataracell 4940000461

distance 0.376 · cross-district

#8 · Ahmednagarcell 4660007641

distance 0.377 · cross-district

#9 · Amravaticell 4680003664

distance 0.377 · cross-district

#10 · Wardhacell 4980001953

distance 0.378 · cross-district

#11 · Jalgaoncell 4780004484

distance 0.384 · cross-district

#12 · Dharashivcell 4880000695

distance 0.385 · cross-district

#13 · Solapurcell 4960003559

distance 0.386 · cross-district

#14 · Ahmednagarcell 4660002446

distance 0.386 · cross-district

#15 · Wardhacell 4980000197

distance 0.393 · cross-district

#16 · Washimcell 4990002375

distance 0.395 · cross-district

#17 · Buldhanacell 4720001643

distance 0.395 · cross-district

#18 · Ahmednagarcell 4660009053

distance 0.395 · 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":467,"cluster_id":4670004237}}}'

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.