Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004810

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004965

distance 0.239

#2 · Solapurcell 4960004096

distance 0.276 · cross-district

#3 · Amravaticell 4680003486

distance 0.276 · cross-district

#4 · Punecell 4900004023

distance 0.284 · cross-district

#5 · Sanglicell 4930005084

distance 0.288

#6 · Sataracell 4940002434

distance 0.292 · cross-district

#7 · Punecell 4900001876

distance 0.296 · cross-district

#8 · Ahmednagarcell 4660000596

distance 0.298 · cross-district

#9 · Ahmednagarcell 4660002870

distance 0.3 · cross-district

#10 · Punecell 4900003355

distance 0.3 · cross-district

#11 · Ahmednagarcell 4660007143

distance 0.301 · cross-district

#12 · Ahmednagarcell 4660001440

distance 0.301 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001893

distance 0.302 · cross-district

#14 · Sanglicell 4930001673

distance 0.307

#15 · Sanglicell 4930000646

distance 0.308

#16 · Ahmednagarcell 4660003976

distance 0.315 · cross-district

#17 · Nashikcell 4870001860

distance 0.317 · cross-district

#18 · Jalgaoncell 4780004533

distance 0.319 · 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":4930004810}}}'

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.