Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004684

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004555

distance 0.163

#2 · Beedcell 4700001347

distance 0.203 · cross-district

#3 · Beedcell 4700004612

distance 0.225 · cross-district

#4 · Sanglicell 4930005100

distance 0.23

#5 · Sanglicell 4930005751

distance 0.239

#6 · Beedcell 4700004782

distance 0.241 · cross-district

#7 · Buldhanacell 4720001999

distance 0.249 · cross-district

#8 · Beedcell 4700005427

distance 0.25 · cross-district

#9 · Sanglicell 4930005842

distance 0.252

#10 · Sanglicell 4930006491

distance 0.254

#11 · Sanglicell 4930005081

distance 0.255

#12 · Washimcell 4990000799

distance 0.256 · cross-district

#13 · Dharashivcell 4880000838

distance 0.256 · cross-district

#14 · Buldhanacell 4720005301

distance 0.259 · cross-district

#15 · Sanglicell 4930001300

distance 0.26

#16 · Sanglicell 4930004554

distance 0.262

#17 · Hingolicell 4770003620

distance 0.263 · cross-district

#18 · Sanglicell 4930004529

distance 0.263

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":4930004684}}}'

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.