Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003018

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.454

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004299

distance 0.454 · cross-district

#2 · Dhulecell 4740004836

distance 0.466 · cross-district

#3 · Nagpurcell 4840006597

distance 0.473 · cross-district

#4 · Sanglicell 4930004206

distance 0.48

#5 · Yavatmalcell 5000008693

distance 0.49 · cross-district

#6 · Sanglicell 4930004047

distance 0.492

#7 · Sataracell 4940000655

distance 0.492 · cross-district

#8 · Bhandaracell 4710003124

distance 0.494 · cross-district

#9 · Chandrapurcell 4730005153

distance 0.497 · cross-district

#10 · Bhandaracell 4710000522

distance 0.502 · cross-district

#11 · Chandrapurcell 4730000346

distance 0.503 · cross-district

#12 · Chandrapurcell 4730005787

distance 0.51 · cross-district

#13 · Chandrapurcell 4730005860

distance 0.512 · cross-district

#14 · Sataracell 4940001300

distance 0.513 · cross-district

#15 · Sataracell 4940004236

distance 0.514 · cross-district

#16 · Gadchirolicell 4750009915

distance 0.516 · cross-district

#17 · Sanglicell 4930000598

distance 0.52

#18 · Sataracell 4940001448

distance 0.527 · 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":4930003018}}}'

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.