Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010395

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010394

distance 0.158

#2 · Punecell 4900010218

distance 0.251

#3 · Punecell 4900011065

distance 0.288

#4 · Punecell 4900010037

distance 0.294

#5 · Punecell 4900010134

distance 0.296

#6 · Punecell 4900009729

distance 0.306

#7 · Punecell 4900010982

distance 0.313

#8 · Punecell 4900010396

distance 0.321

#9 · Punecell 4900010750

distance 0.328

#10 · Punecell 4900008343

distance 0.333

#11 · Raigadcell 4910005845

distance 0.353 · cross-district

#12 · Raigadcell 4910004907

distance 0.355 · cross-district

#13 · Raigadcell 4910005844

distance 0.358 · cross-district

#14 · Punecell 4900010480

distance 0.358

#15 · Punecell 4900011753

distance 0.362

#16 · Punecell 4900011290

distance 0.363

#17 · Punecell 4900010987

distance 0.368

#18 · Punecell 4900011429

distance 0.368

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":4900010395}}}'

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.