Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003028

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.422

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008893

distance 0.422 · cross-district

#2 · Punecell 4900008090

distance 0.423

#3 · Punecell 4900005126

distance 0.432

#4 · Punecell 4900009604

distance 0.451

#5 · Punecell 4900002042

distance 0.457

#6 · Punecell 4900002937

distance 0.46

#7 · Ahmednagarcell 4660004039

distance 0.461 · cross-district

#8 · Ahmednagarcell 4660005924

distance 0.463 · cross-district

#9 · Ahmednagarcell 4660007490

distance 0.466 · cross-district

#10 · Nashikcell 4870002183

distance 0.472 · cross-district

#11 · Ahmednagarcell 4660007803

distance 0.474 · cross-district

#12 · Punecell 4900003302

distance 0.475

#13 · Buldhanacell 4720005901

distance 0.477 · cross-district

#14 · Laturcell 4810003156

distance 0.477 · cross-district

#15 · Nashikcell 4870003946

distance 0.48 · cross-district

#16 · Punecell 4900009810

distance 0.48

#17 · Sataracell 4940007853

distance 0.492 · cross-district

#18 · Ahmednagarcell 4660004041

distance 0.499 · 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":4900003028}}}'

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.