Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004348

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.384

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001124

distance 0.384

#2 · Punecell 4900002395

distance 0.402

#3 · Punecell 4900003934

distance 0.432

#4 · Punecell 4900003649

distance 0.436

#5 · Punecell 4900001373

distance 0.441

#6 · Punecell 4900002987

distance 0.446

#7 · Punecell 4900004358

distance 0.453

#8 · Punecell 4900002844

distance 0.461

#9 · Punecell 4900002848

distance 0.462

#10 · Punecell 4900003133

distance 0.472

#11 · Punecell 4900003251

distance 0.472

#12 · Punecell 4900004224

distance 0.477

#13 · Punecell 4900001372

distance 0.481

#14 · Punecell 4900003515

distance 0.483

#15 · Punecell 4900004500

distance 0.483

#16 · Punecell 4900003954

distance 0.487

#17 · Punecell 4900003252

distance 0.492

#18 · Punecell 4900001642

distance 0.5

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":4900004348}}}'

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.