Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960011528

The MH-36 locality cells most similar to this Solapur 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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002916

distance 0.202 · cross-district

#2 · Solapurcell 4960000095

distance 0.234

#3 · Beedcell 4700007092

distance 0.238 · cross-district

#4 · Solapurcell 4960011022

distance 0.25

#5 · Ahmednagarcell 4660003801

distance 0.254 · cross-district

#6 · Sanglicell 4930000470

distance 0.26 · cross-district

#7 · Dharashivcell 4880001274

distance 0.265 · cross-district

#8 · Sanglicell 4930001911

distance 0.272 · cross-district

#9 · Beedcell 4700001027

distance 0.273 · cross-district

#10 · Solapurcell 4960004389

distance 0.274

#11 · Dharashivcell 4880005487

distance 0.276 · cross-district

#12 · Ahmednagarcell 4660009738

distance 0.283 · cross-district

#13 · Buldhanacell 4720001577

distance 0.291 · cross-district

#14 · Sanglicell 4930000539

distance 0.293 · cross-district

#15 · Ahmednagarcell 4660003860

distance 0.294 · cross-district

#16 · Solapurcell 4960011618

distance 0.294

#17 · Beedcell 4700007897

distance 0.297 · cross-district

#18 · Jalnacell 4790004343

distance 0.3 · 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":496,"cluster_id":4960011528}}}'

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.