Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001260

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001139

distance 0.267

#2 · Sanglicell 4930003895

distance 0.308

#3 · Sanglicell 4930000459

distance 0.337

#4 · Ahmednagarcell 4660002506

distance 0.338 · cross-district

#5 · Ahmednagarcell 4660011741

distance 0.353 · cross-district

#6 · Jalnacell 4790000213

distance 0.357 · cross-district

#7 · Ahmednagarcell 4660014284

distance 0.358 · cross-district

#8 · Sanglicell 4930003385

distance 0.359

#9 · Sanglicell 4930002225

distance 0.365

#10 · Sanglicell 4930002026

distance 0.367

#11 · Punecell 4900001222

distance 0.371 · cross-district

#12 · Ahmednagarcell 4660009241

distance 0.372 · cross-district

#13 · Sanglicell 4930003562

distance 0.373

#14 · Ahmednagarcell 4660012916

distance 0.377 · cross-district

#15 · Kolhapurcell 4800003942

distance 0.38 · cross-district

#16 · Ahmednagarcell 4660009949

distance 0.382 · cross-district

#17 · Kolhapurcell 4800005776

distance 0.384 · cross-district

#18 · Sanglicell 4930000713

distance 0.387

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":4930001260}}}'

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.