Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001259

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002020

distance 0.252

#2 · Sanglicell 4930001692

distance 0.281

#3 · Sanglicell 4930000700

distance 0.288

#4 · Sanglicell 4930000826

distance 0.301

#5 · Sanglicell 4930002026

distance 0.308

#6 · Kolhapurcell 4800005624

distance 0.325 · cross-district

#7 · Sanglicell 4930003386

distance 0.344

#8 · Sanglicell 4930003563

distance 0.345

#9 · Chhatrapati Sambhajinagarcell 4690003443

distance 0.351 · cross-district

#10 · Nashikcell 4870004450

distance 0.353 · cross-district

#11 · Sanglicell 4930003562

distance 0.358

#12 · Sanglicell 4930002027

distance 0.364

#13 · Solapurcell 4960006708

distance 0.368 · cross-district

#14 · Kolhapurcell 4800005690

distance 0.378 · cross-district

#15 · Nashikcell 4870005790

distance 0.379 · cross-district

#16 · Nashikcell 4870003713

distance 0.381 · cross-district

#17 · Ahmednagarcell 4660011906

distance 0.381 · cross-district

#18 · Dhulecell 4740001188

distance 0.385 · 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":4930001259}}}'

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.