Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001644

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 5 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001507

distance 0.174

#2 · Punecell 4900003124

distance 0.212

#3 · Punecell 4900004502

distance 0.259

#4 · Punecell 4900001643

distance 0.26

#5 · Punecell 4900002987

distance 0.269

#6 · Punecell 4900004228

distance 0.351

#7 · Punecell 4900004640

distance 0.369

#8 · Punecell 4900002844

distance 0.378

#9 · Punecell 4900000995

distance 0.431

#10 · Punecell 4900013023

distance 0.444

#11 · Bhandaracell 4710001308

distance 0.449 · cross-district

#12 · Punecell 4900012743

distance 0.453

#13 · Punecell 4900006804

distance 0.46

#14 · Raigadcell 4910001003

distance 0.464 · cross-district

#15 · Punecell 4900012935

distance 0.472

#16 · Gondiacell 4760001828

distance 0.473 · cross-district

#17 · Nagpurcell 4840003905

distance 0.474 · cross-district

#18 · Punecell 4900012318

distance 0.481

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":4900001644}}}'

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.