Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005508

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007793

distance 0.281 · cross-district

#2 · Sanglicell 4930006817

distance 0.309 · cross-district

#3 · Punecell 4900002756

distance 0.315

#4 · Jalgaoncell 4780009963

distance 0.334 · cross-district

#5 · Punecell 4900007378

distance 0.337

#6 · Punecell 4900003047

distance 0.338

#7 · Ahmednagarcell 4660003770

distance 0.347 · cross-district

#8 · Ahmednagarcell 4660004525

distance 0.349 · cross-district

#9 · Ahmednagarcell 4660004178

distance 0.352 · cross-district

#10 · Sataracell 4940005041

distance 0.359 · cross-district

#11 · Punecell 4900002292

distance 0.362

#12 · Punecell 4900001272

distance 0.367

#13 · Sataracell 4940008819

distance 0.369 · cross-district

#14 · Ahmednagarcell 4660005343

distance 0.369 · cross-district

#15 · Punecell 4900002439

distance 0.37

#16 · Punecell 4900004427

distance 0.372

#17 · Punecell 4900001665

distance 0.376

#18 · Ahmednagarcell 4660003878

distance 0.383 · 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":4900005508}}}'

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.