Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004191

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004330

distance 0.166

#2 · Punecell 4900004051

distance 0.33

#3 · Punecell 4900002367

distance 0.372

#4 · Punecell 4900012291

distance 0.396

#5 · Raigadcell 4910002011

distance 0.411 · cross-district

#6 · Punecell 4900002062

distance 0.412

#7 · Punecell 4900003104

distance 0.412

#8 · Punecell 4900005284

distance 0.435

#9 · Punecell 4900004342

distance 0.448

#10 · Punecell 4900004613

distance 0.451

#11 · Punecell 4900006308

distance 0.453

#12 · Punecell 4900004466

distance 0.455

#13 · Punecell 4900004742

distance 0.47

#14 · Punecell 4900005548

distance 0.472

#15 · Punecell 4900012720

distance 0.473

#16 · Raigadcell 4910002116

distance 0.476 · cross-district

#17 · Punecell 4900004748

distance 0.48

#18 · Punecell 4900006915

distance 0.492

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":4900004191}}}'

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.