Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002673

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002672

distance 0.277

#2 · Sataracell 4940004584

distance 0.35 · cross-district

#3 · Punecell 4900001715

distance 0.355 · cross-district

#4 · Sataracell 4940000659

distance 0.397 · cross-district

#5 · Punecell 4900001577

distance 0.403 · cross-district

#6 · Amravaticell 4680002169

distance 0.408 · cross-district

#7 · Sataracell 4940004585

distance 0.426 · cross-district

#8 · Sataracell 4940004703

distance 0.431 · cross-district

#9 · Sataracell 4940000602

distance 0.458 · cross-district

#10 · Amravaticell 4680008708

distance 0.46 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003302

distance 0.461 · cross-district

#12 · Sataracell 4940004464

distance 0.466 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002902

distance 0.466 · cross-district

#14 · Nashikcell 4870002714

distance 0.467 · cross-district

#15 · Sataracell 4940000774

distance 0.468 · cross-district

#16 · Kolhapurcell 4800004357

distance 0.474 · cross-district

#17 · Kolhapurcell 4800004442

distance 0.481 · cross-district

#18 · Yavatmalcell 5000009879

distance 0.489 · 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":4930002673}}}'

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.