Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660001430

The MH-36 locality cells most similar to this Ahmednagar 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 11 distinct districts

Index confidence

0.91

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 · Ahmednagarcell 4660003474

distance 0.196

#2 · Chhatrapati Sambhajinagarcell 4690002179

distance 0.225 · cross-district

#3 · Buldhanacell 4720006014

distance 0.231 · cross-district

#4 · Ahmednagarcell 4660004035

distance 0.237

#5 · Punecell 4900008538

distance 0.247 · cross-district

#6 · Sanglicell 4930000860

distance 0.251 · cross-district

#7 · Buldhanacell 4720005595

distance 0.251 · cross-district

#8 · Sataracell 4940006481

distance 0.253 · cross-district

#9 · Laturcell 4810003362

distance 0.254 · cross-district

#10 · Solapurcell 4960009985

distance 0.257 · cross-district

#11 · Solapurcell 4960010501

distance 0.257 · cross-district

#12 · Kolhapurcell 4800004709

distance 0.257 · cross-district

#13 · Akolacell 4670003352

distance 0.263 · cross-district

#14 · Solapurcell 4960011023

distance 0.264 · cross-district

#15 · Sanglicell 4930004975

distance 0.266 · cross-district

#16 · Solapurcell 4960010010

distance 0.267 · cross-district

#17 · Kolhapurcell 4800003954

distance 0.267 · cross-district

#18 · Washimcell 4990001083

distance 0.268 · 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":466,"cluster_id":4660001430}}}'

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.