Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003527

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002998

distance 0.222

#2 · Sanglicell 4930002658

distance 0.282

#3 · Sanglicell 4930003526

distance 0.308

#4 · Nandurbarcell 4860002685

distance 0.323 · cross-district

#5 · Nashikcell 4870008538

distance 0.326 · cross-district

#6 · Nandurbarcell 4860002874

distance 0.336 · cross-district

#7 · Sanglicell 4930000997

distance 0.338

#8 · Nandurbarcell 4860002684

distance 0.338 · cross-district

#9 · Dhulecell 4740005729

distance 0.34 · cross-district

#10 · Nashikcell 4870013175

distance 0.343 · cross-district

#11 · Sanglicell 4930002997

distance 0.346

#12 · Nashikcell 4870008388

distance 0.347 · cross-district

#13 · Nashikcell 4870008389

distance 0.347 · cross-district

#14 · Nashikcell 4870009129

distance 0.348 · cross-district

#15 · Sanglicell 4930003176

distance 0.351

#16 · Jalgaoncell 4780001165

distance 0.354 · cross-district

#17 · Sanglicell 4930003695

distance 0.354

#18 · Nashikcell 4870012518

distance 0.358 · 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":4930003527}}}'

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.