Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008380

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008506

distance 0.301

#2 · Punecell 4900008963

distance 0.304

#3 · Punecell 4900008266

distance 0.305

#4 · Punecell 4900010081

distance 0.371

#5 · Punecell 4900008167

distance 0.38

#6 · Punecell 4900007945

distance 0.392

#7 · Punecell 4900008612

distance 0.415

#8 · Punecell 4900008376

distance 0.426

#9 · Punecell 4900008393

distance 0.429

#10 · Punecell 4900006481

distance 0.44

#11 · Punecell 4900010167

distance 0.449

#12 · Punecell 4900005605

distance 0.459

#13 · Punecell 4900001794

distance 0.461

#14 · Punecell 4900008055

distance 0.466

#15 · Punecell 4900008485

distance 0.466

#16 · Punecell 4900006490

distance 0.466

#17 · Punecell 4900006025

distance 0.477

#18 · Punecell 4900009810

distance 0.482

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":4900008380}}}'

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.