Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004389

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.458

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008963

distance 0.458

#2 · Punecell 4900008485

distance 0.478

#3 · Punecell 4900010260

distance 0.479

#4 · Punecell 4900008380

distance 0.509

#5 · Sataracell 4940007854

distance 0.514 · cross-district

#6 · Punecell 4900006481

distance 0.522

#7 · Punecell 4900008509

distance 0.524

#8 · Punecell 4900008393

distance 0.535

#9 · Punecell 4900009397

distance 0.542

#10 · Punecell 4900006504

distance 0.543

#11 · Punecell 4900007588

distance 0.544

#12 · Nashikcell 4870002723

distance 0.545 · cross-district

#13 · Punecell 4900008266

distance 0.552

#14 · Punecell 4900009809

distance 0.576

#15 · Ahmednagarcell 4660011484

distance 0.583 · cross-district

#16 · Punecell 4900006248

distance 0.584

#17 · Punecell 4900002323

distance 0.584

#18 · Punecell 4900009810

distance 0.589

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":4900004389}}}'

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.