Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005513

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006097

distance 0.063

#2 · Solapurcell 4960000375

distance 0.064 · cross-district

#3 · Solapurcell 4960000252

distance 0.065 · cross-district

#4 · Solapurcell 4960000627

distance 0.065 · cross-district

#5 · Solapurcell 4960000763

distance 0.067 · cross-district

#6 · Sanglicell 4930005031

distance 0.068

#7 · Solapurcell 4960000687

distance 0.071 · cross-district

#8 · Sanglicell 4930004617

distance 0.076

#9 · Solapurcell 4960000311

distance 0.078 · cross-district

#10 · Solapurcell 4960000199

distance 0.083 · cross-district

#11 · Sanglicell 4930004901

distance 0.084

#12 · Sanglicell 4930005033

distance 0.086

#13 · Solapurcell 4960000553

distance 0.086 · cross-district

#14 · Sanglicell 4930004900

distance 0.086

#15 · Sanglicell 4930004324

distance 0.088

#16 · Solapurcell 4960000923

distance 0.09 · cross-district

#17 · Solapurcell 4960000688

distance 0.094 · cross-district

#18 · Sanglicell 4930006021

distance 0.097

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":4930005513}}}'

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.