Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006574

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001072

distance 0.29

#2 · Dharashivcell 4880000854

distance 0.304 · cross-district

#3 · Akolacell 4670000476

distance 0.307 · cross-district

#4 · Yavatmalcell 5000002974

distance 0.333 · cross-district

#5 · Solapurcell 4960006807

distance 0.335 · cross-district

#6 · Chandrapurcell 4730001010

distance 0.346 · cross-district

#7 · Chandrapurcell 4730002757

distance 0.352 · cross-district

#8 · Amravaticell 4680007095

distance 0.359 · cross-district

#9 · Buldhanacell 4720000338

distance 0.36 · cross-district

#10 · Ahmednagarcell 4660002730

distance 0.361 · cross-district

#11 · Sanglicell 4930006003

distance 0.361

#12 · Solapurcell 4960005609

distance 0.362 · cross-district

#13 · Akolacell 4670002054

distance 0.366 · cross-district

#14 · Jalgaoncell 4780006360

distance 0.368 · cross-district

#15 · Solapurcell 4960000438

distance 0.369 · cross-district

#16 · Nagpurcell 4840002757

distance 0.371 · cross-district

#17 · Chandrapurcell 4730000758

distance 0.372 · cross-district

#18 · Chandrapurcell 4730002180

distance 0.373 · 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":4930006574}}}'

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.