Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001857

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005216

distance 0.241 · cross-district

#2 · Punecell 4900000509

distance 0.249

#3 · Ahmednagarcell 4660012303

distance 0.26 · cross-district

#4 · Sataracell 4940005704

distance 0.267 · cross-district

#5 · Ahmednagarcell 4660004602

distance 0.27 · cross-district

#6 · Ahmednagarcell 4660014196

distance 0.279 · cross-district

#7 · Sataracell 4940008017

distance 0.281 · cross-district

#8 · Sataracell 4940005079

distance 0.294 · cross-district

#9 · Punecell 4900000704

distance 0.3

#10 · Solapurcell 4960007787

distance 0.309 · cross-district

#11 · Jalgaoncell 4780008433

distance 0.311 · cross-district

#12 · Kolhapurcell 4800005052

distance 0.312 · cross-district

#13 · Kolhapurcell 4800004958

distance 0.312 · cross-district

#14 · Kolhapurcell 4800005228

distance 0.314 · cross-district

#15 · Kolhapurcell 4800004287

distance 0.314 · cross-district

#16 · Sataracell 4940008682

distance 0.315 · cross-district

#17 · Punecell 4900000962

distance 0.316

#18 · Punecell 4900003079

distance 0.317

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":4900001857}}}'

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.