Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004146

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

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660014172

distance 0.244 · cross-district

#2 · Punecell 4900005389

distance 0.321

#3 · Ahmednagarcell 4660005933

distance 0.343 · cross-district

#4 · Punecell 4900001441

distance 0.36

#5 · Dharashivcell 4880000980

distance 0.361 · cross-district

#6 · Punecell 4900005519

distance 0.376

#7 · Punecell 4900005531

distance 0.378

#8 · Punecell 4900000963

distance 0.379

#9 · Sanglicell 4930002671

distance 0.38 · cross-district

#10 · Ahmednagarcell 4660008390

distance 0.38 · cross-district

#11 · Kolhapurcell 4800003676

distance 0.383 · cross-district

#12 · Amravaticell 4680000362

distance 0.384 · cross-district

#13 · Ahmednagarcell 4660003316

distance 0.387 · cross-district

#14 · Amravaticell 4680005384

distance 0.389 · cross-district

#15 · Punecell 4900001223

distance 0.392

#16 · Sataracell 4940004955

distance 0.396 · cross-district

#17 · Sanglicell 4930000253

distance 0.397 · cross-district

#18 · Sataracell 4940003673

distance 0.399 · 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":4900004146}}}'

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.