Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001508

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

0.357

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001374

distance 0.357

#2 · Punecell 4900003268

distance 0.389

#3 · Punecell 4900001643

distance 0.394

#4 · Punecell 4900004502

distance 0.409

#5 · Punecell 4900001922

distance 0.422

#6 · Punecell 4900012318

distance 0.434

#7 · Punecell 4900001507

distance 0.439

#8 · Punecell 4900000643

distance 0.444

#9 · Punecell 4900003669

distance 0.451

#10 · Punecell 4900000642

distance 0.463

#11 · Punecell 4900012972

distance 0.465

#12 · Jalnacell 4790005693

distance 0.488 · cross-district

#13 · Punecell 4900000640

distance 0.49

#14 · Punecell 4900006204

distance 0.491

#15 · Punecell 4900004088

distance 0.492

#16 · Hingolicell 4770002756

distance 0.493 · cross-district

#17 · Punecell 4900013228

distance 0.493

#18 · Punecell 4900006804

distance 0.499

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":4900001508}}}'

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.