Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003813

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003814

distance 0.318

#2 · Punecell 4900003147

distance 0.396

#3 · Punecell 4900008708

distance 0.401

#4 · Punecell 4900009575

distance 0.45

#5 · Punecell 4900003686

distance 0.473

#6 · Punecell 4900009671

distance 0.477

#7 · Ahmednagarcell 4660007439

distance 0.502 · cross-district

#8 · Punecell 4900011876

distance 0.51

#9 · Punecell 4900009360

distance 0.522

#10 · Punecell 4900003278

distance 0.526

#11 · Punecell 4900008081

distance 0.532

#12 · Punecell 4900009568

distance 0.535

#13 · Punecell 4900001807

distance 0.536

#14 · Punecell 4900012149

distance 0.542

#15 · Punecell 4900011947

distance 0.543

#16 · Punecell 4900004236

distance 0.548

#17 · Punecell 4900001663

distance 0.551

#18 · Punecell 4900010080

distance 0.556

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":4900003813}}}'

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.