Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007648

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006065

distance 0.22

#2 · Punecell 4900006429

distance 0.26

#3 · Punecell 4900005694

distance 0.265

#4 · Punecell 4900006921

distance 0.271

#5 · Punecell 4900004881

distance 0.291

#6 · Punecell 4900006671

distance 0.292

#7 · Punecell 4900006189

distance 0.299

#8 · Punecell 4900007172

distance 0.301

#9 · Punecell 4900007525

distance 0.305

#10 · Punecell 4900005562

distance 0.311

#11 · Punecell 4900007183

distance 0.317

#12 · Punecell 4900007287

distance 0.317

#13 · Punecell 4900006549

distance 0.318

#14 · Punecell 4900006080

distance 0.318

#15 · Punecell 4900007050

distance 0.319

#16 · Punecell 4900007529

distance 0.322

#17 · Punecell 4900007054

distance 0.324

#18 · Punecell 4900007283

distance 0.326

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":4900007648}}}'

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.