Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007481

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007488

distance 0.293

#2 · Punecell 4900005911

distance 0.34

#3 · Sataracell 4940007236

distance 0.355 · cross-district

#4 · Punecell 4900005889

distance 0.356

#5 · Punecell 4900004047

distance 0.357

#6 · Punecell 4900003205

distance 0.361

#7 · Ahmednagarcell 4660005570

distance 0.373 · cross-district

#8 · Punecell 4900003562

distance 0.381

#9 · Punecell 4900008523

distance 0.385

#10 · Punecell 4900003583

distance 0.388

#11 · Sataracell 4940003299

distance 0.394 · cross-district

#12 · Punecell 4900002271

distance 0.394

#13 · Punecell 4900000118

distance 0.404

#14 · Punecell 4900002616

distance 0.408

#15 · Solapurcell 4960008428

distance 0.408 · cross-district

#16 · Kolhapurcell 4800004539

distance 0.41 · cross-district

#17 · Sataracell 4940007881

distance 0.41 · cross-district

#18 · Akolacell 4670004342

distance 0.412 · 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":4900007481}}}'

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.