Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005922

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006405

distance 0.263

#2 · Punecell 4900005791

distance 0.277

#3 · Ahmednagarcell 4660009076

distance 0.292 · cross-district

#4 · Jalgaoncell 4780008690

distance 0.293 · cross-district

#5 · Punecell 4900001484

distance 0.3

#6 · Sataracell 4940008211

distance 0.301 · cross-district

#7 · Solapurcell 4960007903

distance 0.302 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690001411

distance 0.306 · cross-district

#9 · Ahmednagarcell 4660010928

distance 0.308 · cross-district

#10 · Punecell 4900004040

distance 0.311

#11 · Beedcell 4700000225

distance 0.311 · cross-district

#12 · Ahmednagarcell 4660011350

distance 0.316 · cross-district

#13 · Punecell 4900004839

distance 0.317

#14 · Ahmednagarcell 4660002990

distance 0.318 · cross-district

#15 · Punecell 4900006400

distance 0.319

#16 · Beedcell 4700006193

distance 0.32 · cross-district

#17 · Punecell 4900001752

distance 0.32

#18 · Punecell 4900001446

distance 0.321

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":4900005922}}}'

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.