Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001439

The MH-36 locality cells most similar to this Pune 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.342

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003430

distance 0.342

#2 · Sataracell 4940006263

distance 0.343 · cross-district

#3 · Punecell 4900007236

distance 0.343

#4 · Solapurcell 4960002258

distance 0.343 · cross-district

#5 · Sanglicell 4930004639

distance 0.381 · cross-district

#6 · Punecell 4900005488

distance 0.382

#7 · Punecell 4900004451

distance 0.386

#8 · Nashikcell 4870004405

distance 0.386 · cross-district

#9 · Punecell 4900006405

distance 0.39

#10 · Punecell 4900003313

distance 0.393

#11 · Nashikcell 4870011340

distance 0.394 · cross-district

#12 · Solapurcell 4960008090

distance 0.404 · cross-district

#13 · Ahmednagarcell 4660004029

distance 0.404 · cross-district

#14 · Punecell 4900004974

distance 0.404

#15 · Nashikcell 4870013097

distance 0.406 · cross-district

#16 · Nashikcell 4870003701

distance 0.408 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003026

distance 0.411 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002537

distance 0.418 · 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":490,"cluster_id":4900001439}}}'

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.