Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005359

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660000895

distance 0.241 · cross-district

#2 · Beedcell 4700006623

distance 0.259 · cross-district

#3 · Ahmednagarcell 4660007023

distance 0.261 · cross-district

#4 · Ahmednagarcell 4660006487

distance 0.267 · cross-district

#5 · Ahmednagarcell 4660000438

distance 0.269 · cross-district

#6 · Buldhanacell 4720005016

distance 0.273 · cross-district

#7 · Sanglicell 4930004704

distance 0.273

#8 · Ahmednagarcell 4660001277

distance 0.28 · cross-district

#9 · Solapurcell 4960000134

distance 0.28 · cross-district

#10 · Ahmednagarcell 4660006881

distance 0.281 · cross-district

#11 · Ahmednagarcell 4660006607

distance 0.286 · cross-district

#12 · Ahmednagarcell 4660006616

distance 0.287 · cross-district

#13 · Sanglicell 4930001446

distance 0.289

#14 · Jalgaoncell 4780001867

distance 0.293 · cross-district

#15 · Dhulecell 4740002425

distance 0.294 · cross-district

#16 · Punecell 4900004711

distance 0.296 · cross-district

#17 · Ahmednagarcell 4660006486

distance 0.297 · cross-district

#18 · Ahmednagarcell 4660006754

distance 0.302 · 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":493,"cluster_id":4930005359}}}'

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.