Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006331

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006580

distance 0.298

#2 · Punecell 4900005447

distance 0.302

#3 · Punecell 4900005194

distance 0.378

#4 · Punecell 4900005962

distance 0.383

#5 · Punecell 4900006803

distance 0.399

#6 · Punecell 4900006461

distance 0.423

#7 · Punecell 4900007418

distance 0.423

#8 · Punecell 4900006801

distance 0.425

#9 · Punecell 4900005043

distance 0.427

#10 · Raigadcell 4910001684

distance 0.428 · cross-district

#11 · Punecell 4900004617

distance 0.43

#12 · Punecell 4900007052

distance 0.441

#13 · Punecell 4900004773

distance 0.441

#14 · Punecell 4900007434

distance 0.442

#15 · Punecell 4900005192

distance 0.445

#16 · Punecell 4900006449

distance 0.464

#17 · Punecell 4900001113

distance 0.465

#18 · Punecell 4900006188

distance 0.465

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":4900006331}}}'

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.