Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003301

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

0.321

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870002337

distance 0.321 · cross-district

#2 · Nashikcell 4870002845

distance 0.344 · cross-district

#3 · Punecell 4900001444

distance 0.358

#4 · Sataracell 4940008488

distance 0.369 · cross-district

#5 · Ahmednagarcell 4660005351

distance 0.373 · cross-district

#6 · Nashikcell 4870004417

distance 0.382 · cross-district

#7 · Sataracell 4940004062

distance 0.382 · cross-district

#8 · Punecell 4900005797

distance 0.389

#9 · Sataracell 4940004719

distance 0.394 · cross-district

#10 · Punecell 4900001576

distance 0.395

#11 · Sataracell 4940003558

distance 0.396 · cross-district

#12 · Sataracell 4940008574

distance 0.398 · cross-district

#13 · Kolhapurcell 4800004530

distance 0.401 · cross-district

#14 · Sataracell 4940004827

distance 0.403 · cross-district

#15 · Nashikcell 4870001734

distance 0.423 · cross-district

#16 · Beedcell 4700005259

distance 0.424 · cross-district

#17 · Akolacell 4670003947

distance 0.424 · cross-district

#18 · Ahmednagarcell 4660012304

distance 0.426 · 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":4900003301}}}'

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.