Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010893

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010386

distance 0.272

#2 · Sataracell 4940008773

distance 0.293 · cross-district

#3 · Punecell 4900004531

distance 0.296

#4 · Punecell 4900005096

distance 0.299

#5 · Sataracell 4940008862

distance 0.299 · cross-district

#6 · Sataracell 4940008772

distance 0.304 · cross-district

#7 · Punecell 4900010969

distance 0.306

#8 · Punecell 4900010379

distance 0.308

#9 · Punecell 4900004679

distance 0.31

#10 · Punecell 4900004816

distance 0.312

#11 · Sataracell 4940008760

distance 0.316 · cross-district

#12 · Punecell 4900003684

distance 0.319

#13 · Sataracell 4940008861

distance 0.321 · cross-district

#14 · Sataracell 4940008823

distance 0.321 · cross-district

#15 · Punecell 4900009904

distance 0.323

#16 · Punecell 4900004681

distance 0.325

#17 · Punecell 4900012913

distance 0.325

#18 · Sataracell 4940008766

distance 0.328 · 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":4900010893}}}'

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.