Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005710

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

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660013319

distance 0.325 · cross-district

#2 · Sataracell 4940003571

distance 0.352 · cross-district

#3 · Ahmednagarcell 4660006516

distance 0.359 · cross-district

#4 · Sanglicell 4930006872

distance 0.364

#5 · Solapurcell 4960006357

distance 0.368 · cross-district

#6 · Sataracell 4940005769

distance 0.386 · cross-district

#7 · Sataracell 4940005505

distance 0.393 · cross-district

#8 · Nashikcell 4870008764

distance 0.398 · cross-district

#9 · Sataracell 4940004168

distance 0.403 · cross-district

#10 · Punecell 4900001472

distance 0.404 · cross-district

#11 · Sanglicell 4930006528

distance 0.404

#12 · Sanglicell 4930004210

distance 0.406

#13 · Sanglicell 4930004339

distance 0.406

#14 · Beedcell 4700006478

distance 0.407 · cross-district

#15 · Ahmednagarcell 4660004407

distance 0.409 · cross-district

#16 · Ahmednagarcell 4660003929

distance 0.411 · cross-district

#17 · Hingolicell 4770003140

distance 0.414 · cross-district

#18 · Buldhanacell 4720008386

distance 0.415 · 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":4930005710}}}'

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.