Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001785

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.42

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002538

distance 0.42

#2 · Punecell 4900002233

distance 0.49

#3 · Sataracell 4940008150

distance 0.5 · cross-district

#4 · Punecell 4900004202

distance 0.507

#5 · Sataracell 4940005561

distance 0.507 · cross-district

#6 · Sataracell 4940005442

distance 0.518 · cross-district

#7 · Sataracell 4940005680

distance 0.541 · cross-district

#8 · Sataracell 4940005677

distance 0.551 · cross-district

#9 · Punecell 4900002392

distance 0.556

#10 · Sataracell 4940007843

distance 0.557 · cross-district

#11 · Punecell 4900002243

distance 0.561

#12 · Sataracell 4940004329

distance 0.569 · cross-district

#13 · Punecell 4900004885

distance 0.588

#14 · Punecell 4900004060

distance 0.589

#15 · Sataracell 4940005193

distance 0.593 · cross-district

#16 · Punecell 4900006072

distance 0.597

#17 · Sataracell 4940007846

distance 0.598 · cross-district

#18 · Punecell 4900006797

distance 0.6

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":4900001785}}}'

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.