Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001247

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000321

distance 0.296 · cross-district

#2 · Sataracell 4940005600

distance 0.319 · cross-district

#3 · Sataracell 4940006584

distance 0.322 · cross-district

#4 · Punecell 4900003360

distance 0.339 · cross-district

#5 · Kolhapurcell 4800004956

distance 0.342 · cross-district

#6 · Kolhapurcell 4800004801

distance 0.343 · cross-district

#7 · Sataracell 4940008214

distance 0.354 · cross-district

#8 · Sanglicell 4930003361

distance 0.356

#9 · Sataracell 4940004220

distance 0.359 · cross-district

#10 · Sanglicell 4930001517

distance 0.361

#11 · Nashikcell 4870003680

distance 0.361 · cross-district

#12 · Sanglicell 4930003185

distance 0.362

#13 · Sanglicell 4930004054

distance 0.371

#14 · Sanglicell 4930003873

distance 0.372

#15 · Sataracell 4940004847

distance 0.372 · cross-district

#16 · Sanglicell 4930002507

distance 0.376

#17 · Punecell 4900001314

distance 0.376 · cross-district

#18 · Kolhapurcell 4800005043

distance 0.377 · 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":4930001247}}}'

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.