Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005410

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.04

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005048

distance 0.04

#2 · Sanglicell 4930005288

distance 0.065

#3 · Sanglicell 4930005409

distance 0.073

#4 · Sanglicell 4930005408

distance 0.079

#5 · Sataracell 4940000446

distance 0.082 · cross-district

#6 · Sataracell 4940000503

distance 0.089 · cross-district

#7 · Sanglicell 4930005291

distance 0.09

#8 · Sataracell 4940000730

distance 0.093 · cross-district

#9 · Sanglicell 4930005290

distance 0.094

#10 · Sataracell 4940000505

distance 0.095 · cross-district

#11 · Sataracell 4940000443

distance 0.096 · cross-district

#12 · Sanglicell 4930005168

distance 0.097

#13 · Sanglicell 4930005049

distance 0.097

#14 · Sataracell 4940000562

distance 0.097 · cross-district

#15 · Sanglicell 4930005167

distance 0.103

#16 · Sataracell 4940000504

distance 0.105 · cross-district

#17 · Sataracell 4940000339

distance 0.107 · cross-district

#18 · Sataracell 4940000393

distance 0.112 · 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":4930005410}}}'

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.