Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008574

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.34

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008258

distance 0.34

#2 · Punecell 4900009138

distance 0.374

#3 · Punecell 4900008003

distance 0.412

#4 · Punecell 4900008796

distance 0.444

#5 · Punecell 4900009024

distance 0.45

#6 · Punecell 4900009665

distance 0.457

#7 · Punecell 4900008370

distance 0.457

#8 · Punecell 4900009318

distance 0.465

#9 · Punecell 4900009320

distance 0.477

#10 · Punecell 4900008583

distance 0.483

#11 · Punecell 4900007803

distance 0.493

#12 · Punecell 4900008889

distance 0.495

#13 · Punecell 4900009216

distance 0.508

#14 · Punecell 4900009319

distance 0.509

#15 · Punecell 4900009228

distance 0.511

#16 · Punecell 4900007766

distance 0.519

#17 · Punecell 4900008464

distance 0.521

#18 · Punecell 4900008457

distance 0.53

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":4900008574}}}'

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.