Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006800

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006851

distance 0.226

#2 · Sanglicell 4930006746

distance 0.242

#3 · Sanglicell 4930006593

distance 0.246

#4 · Sataracell 4940001683

distance 0.254 · cross-district

#5 · Sanglicell 4930006612

distance 0.267

#6 · Sanglicell 4930006745

distance 0.268

#7 · Sanglicell 4930006039

distance 0.278

#8 · Sataracell 4940001682

distance 0.279 · cross-district

#9 · Sanglicell 4930005959

distance 0.28

#10 · Sataracell 4940002101

distance 0.281 · cross-district

#11 · Solapurcell 4960003807

distance 0.288 · cross-district

#12 · Sataracell 4940003075

distance 0.292 · cross-district

#13 · Sataracell 4940003563

distance 0.295 · cross-district

#14 · Sataracell 4940001371

distance 0.298 · cross-district

#15 · Sanglicell 4930005636

distance 0.298

#16 · Sataracell 4940005519

distance 0.299 · cross-district

#17 · Sanglicell 4930005737

distance 0.3

#18 · Sataracell 4940002514

distance 0.304 · 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":4930006800}}}'

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.