Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000461

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006889

distance 0.264 · cross-district

#2 · Sataracell 4940007026

distance 0.272 · cross-district

#3 · Punecell 4900002554

distance 0.275

#4 · Sataracell 4940006774

distance 0.287 · cross-district

#5 · Punecell 4900000652

distance 0.291

#6 · Punecell 4900000313

distance 0.294

#7 · Sataracell 4940007444

distance 0.307 · cross-district

#8 · Sataracell 4940007661

distance 0.309 · cross-district

#9 · Punecell 4900001401

distance 0.31

#10 · Sataracell 4940008055

distance 0.311 · cross-district

#11 · Sataracell 4940008068

distance 0.317 · cross-district

#12 · Punecell 4900012736

distance 0.321

#13 · Sataracell 4940006785

distance 0.33 · cross-district

#14 · Sataracell 4940006477

distance 0.33 · cross-district

#15 · Sataracell 4940004840

distance 0.333 · cross-district

#16 · Sataracell 4940006895

distance 0.334 · cross-district

#17 · Beedcell 4700005175

distance 0.336 · cross-district

#18 · Sataracell 4940007968

distance 0.336 · 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":4900000461}}}'

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.