Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003526

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002998

distance 0.138

#2 · Sanglicell 4930000997

distance 0.178

#3 · Sanglicell 4930002826

distance 0.212

#4 · Sanglicell 4930002827

distance 0.25

#5 · Sanglicell 4930001109

distance 0.271

#6 · Sanglicell 4930002997

distance 0.295

#7 · Sanglicell 4930002658

distance 0.298

#8 · Nashikcell 4870012593

distance 0.308 · cross-district

#9 · Sanglicell 4930003527

distance 0.308

#10 · Nandurbarcell 4860001958

distance 0.312 · cross-district

#11 · Nashikcell 4870008389

distance 0.313 · cross-district

#12 · Nashikcell 4870012426

distance 0.314 · cross-district

#13 · Dhulecell 4740005771

distance 0.315 · cross-district

#14 · Sanglicell 4930001108

distance 0.315

#15 · Nashikcell 4870009134

distance 0.32 · cross-district

#16 · Nandurbarcell 4860001959

distance 0.321 · cross-district

#17 · Dhulecell 4740005773

distance 0.322 · cross-district

#18 · Dhulecell 4740005770

distance 0.322 · 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":4930003526}}}'

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.