Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006117

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006116

distance 0.196

#2 · Kolhapurcell 4800005059

distance 0.254 · cross-district

#3 · Punecell 4900002357

distance 0.256 · cross-district

#4 · Kolhapurcell 4800004040

distance 0.261 · cross-district

#5 · Kolhapurcell 4800003543

distance 0.268 · cross-district

#6 · Punecell 4900000465

distance 0.275 · cross-district

#7 · Kolhapurcell 4800005399

distance 0.282 · cross-district

#8 · Kolhapurcell 4800005060

distance 0.297 · cross-district

#9 · Sataracell 4940006267

distance 0.298 · cross-district

#10 · Solapurcell 4960009265

distance 0.299 · cross-district

#11 · Kolhapurcell 4800003969

distance 0.299 · cross-district

#12 · Punecell 4900002649

distance 0.299 · cross-district

#13 · Kolhapurcell 4800003544

distance 0.304 · cross-district

#14 · Punecell 4900004026

distance 0.305 · cross-district

#15 · Kolhapurcell 4800004048

distance 0.308 · cross-district

#16 · Punecell 4900000248

distance 0.308 · cross-district

#17 · Laturcell 4810004064

distance 0.309 · cross-district

#18 · Punecell 4900006642

distance 0.311 · 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":4930006117}}}'

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.