Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003737

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003559

distance 0.233

#2 · Sanglicell 4930003926

distance 0.251

#3 · Ahmednagarcell 4660009222

distance 0.252 · cross-district

#4 · Ahmednagarcell 4660011884

distance 0.256 · cross-district

#5 · Sanglicell 4930002219

distance 0.277

#6 · Sanglicell 4930003731

distance 0.282

#7 · Sanglicell 4930000299

distance 0.295

#8 · Sanglicell 4930001911

distance 0.3

#9 · Sanglicell 4930002770

distance 0.303

#10 · Sanglicell 4930001401

distance 0.304

#11 · Dharashivcell 4880004928

distance 0.308 · cross-district

#12 · Sanglicell 4930001026

distance 0.309

#13 · Nashikcell 4870003703

distance 0.313 · cross-district

#14 · Solapurcell 4960004389

distance 0.32 · cross-district

#15 · Sanglicell 4930002390

distance 0.323

#16 · Dharashivcell 4880000391

distance 0.324 · cross-district

#17 · Sanglicell 4930002194

distance 0.325

#18 · Sanglicell 4930000160

distance 0.329

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":4930003737}}}'

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.