Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004339

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000629

distance 0.236 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690001995

distance 0.257 · cross-district

#3 · Sataracell 4940000396

distance 0.261 · cross-district

#4 · Buldhanacell 4720008386

distance 0.265 · cross-district

#5 · Beedcell 4700004882

distance 0.289 · cross-district

#6 · Buldhanacell 4720004611

distance 0.298 · cross-district

#7 · Dhulecell 4740000465

distance 0.3 · cross-district

#8 · Beedcell 4700004218

distance 0.307 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003919

distance 0.307 · cross-district

#10 · Sataracell 4940000640

distance 0.313 · cross-district

#11 · Sataracell 4940000763

distance 0.319 · cross-district

#12 · Beedcell 4700005511

distance 0.319 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004463

distance 0.319 · cross-district

#14 · Jalgaoncell 4780008958

distance 0.321 · cross-district

#15 · Buldhanacell 4720004610

distance 0.323 · cross-district

#16 · Beedcell 4700003865

distance 0.325 · cross-district

#17 · Sataracell 4940000060

distance 0.333 · cross-district

#18 · Buldhanacell 4720003436

distance 0.334 · 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":4930004339}}}'

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.