Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006471

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003831

distance 0.165 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690001785

distance 0.244 · cross-district

#3 · Akolacell 4670002123

distance 0.263 · cross-district

#4 · Dharashivcell 4880003844

distance 0.276 · cross-district

#5 · Sataracell 4940003483

distance 0.277 · cross-district

#6 · Akolacell 4670002122

distance 0.279 · cross-district

#7 · Solapurcell 4960011455

distance 0.284 · cross-district

#8 · Sanglicell 4930006837

distance 0.286

#9 · Sataracell 4940004504

distance 0.294 · cross-district

#10 · Solapurcell 4960004079

distance 0.295 · cross-district

#11 · Solapurcell 4960010754

distance 0.298 · cross-district

#12 · Dharashivcell 4880004065

distance 0.303 · cross-district

#13 · Dharashivcell 4880000758

distance 0.316 · cross-district

#14 · Punecell 4900002800

distance 0.319 · cross-district

#15 · Beedcell 4700002784

distance 0.32 · cross-district

#16 · Amravaticell 4680007947

distance 0.321 · cross-district

#17 · Jalgaoncell 4780002274

distance 0.324 · cross-district

#18 · Ahmednagarcell 4660000003

distance 0.324 · 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":4930006471}}}'

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.