Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002839

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

0.33

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000293

distance 0.33

#2 · Solapurcell 4960008143

distance 0.348 · cross-district

#3 · Sanglicell 4930003015

distance 0.371

#4 · Sataracell 4940000772

distance 0.372 · cross-district

#5 · Sataracell 4940008573

distance 0.374 · cross-district

#6 · Dharashivcell 4880002343

distance 0.392 · cross-district

#7 · Solapurcell 4960007672

distance 0.403 · cross-district

#8 · Solapurcell 4960009487

distance 0.403 · cross-district

#9 · Amravaticell 4680006148

distance 0.411 · cross-district

#10 · Punecell 4900001858

distance 0.414 · cross-district

#11 · Punecell 4900005777

distance 0.419 · cross-district

#12 · Ahmednagarcell 4660004316

distance 0.427 · cross-district

#13 · Buldhanacell 4720004460

distance 0.429 · cross-district

#14 · Punecell 4900005776

distance 0.429 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690004536

distance 0.432 · cross-district

#16 · Solapurcell 4960001772

distance 0.434 · cross-district

#17 · Sataracell 4940008116

distance 0.434 · cross-district

#18 · Punecell 4900000702

distance 0.438 · 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":4930002839}}}'

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.