Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001657

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.36

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003015

distance 0.36

#2 · Sanglicell 4930002839

distance 0.478

#3 · Ahmednagarcell 4660014350

distance 0.556 · cross-district

#4 · Ahmednagarcell 4660013991

distance 0.572 · cross-district

#5 · Sanglicell 4930004035

distance 0.573

#6 · Sataracell 4940003674

distance 0.575 · cross-district

#7 · Wardhacell 4980002382

distance 0.617 · cross-district

#8 · Sanglicell 4930002674

distance 0.618

#9 · Chandrapurcell 4730006324

distance 0.625 · cross-district

#10 · Chandrapurcell 4730009186

distance 0.634 · cross-district

#11 · Nagpurcell 4840003802

distance 0.64 · cross-district

#12 · Sanglicell 4930002346

distance 0.644

#13 · Nashikcell 4870004417

distance 0.65 · cross-district

#14 · Nagpurcell 4840003567

distance 0.653 · cross-district

#15 · Yavatmalcell 5000005115

distance 0.658 · cross-district

#16 · Jalgaoncell 4780001782

distance 0.662 · cross-district

#17 · Chandrapurcell 4730005689

distance 0.668 · cross-district

#18 · Chandrapurcell 4730009326

distance 0.673 · 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":4930001657}}}'

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.