Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005200

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 3 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.522

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008705

distance 0.522

#2 · Punecell 4900003415

distance 0.534

#3 · Punecell 4900013325

distance 0.556

#4 · Punecell 4900003817

distance 0.568

#5 · Punecell 4900005334

distance 0.57

#6 · Punecell 4900003813

distance 0.585

#7 · Punecell 4900003414

distance 0.6

#8 · Punecell 4900005071

distance 0.609

#9 · Punecell 4900005336

distance 0.614

#10 · Punecell 4900002267

distance 0.616

#11 · Punecell 4900004648

distance 0.618

#12 · Nashikcell 4870001983

distance 0.62 · cross-district

#13 · Punecell 4900003814

distance 0.622

#14 · Punecell 4900009876

distance 0.624

#15 · Punecell 4900005213

distance 0.625

#16 · Sataracell 4940008348

distance 0.626 · cross-district

#17 · Punecell 4900013005

distance 0.631

#18 · Punecell 4900005209

distance 0.637

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":4900005200}}}'

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.