Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008172

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

0.471

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008510

distance 0.471

#2 · Punecell 4900007097

distance 0.495

#3 · Punecell 4900009363

distance 0.516

#4 · Punecell 4900004245

distance 0.523

#5 · Sataracell 4940008903

distance 0.526 · cross-district

#6 · Sataracell 4940008854

distance 0.551 · cross-district

#7 · Sataracell 4940008767

distance 0.559 · cross-district

#8 · Nashikcell 4870000921

distance 0.563 · cross-district

#9 · Nashikcell 4870004081

distance 0.564 · cross-district

#10 · Punecell 4900007098

distance 0.569

#11 · Sataracell 4940007853

distance 0.582 · cross-district

#12 · Sataracell 4940008654

distance 0.583 · cross-district

#13 · Punecell 4900006027

distance 0.586

#14 · Punecell 4900008964

distance 0.587

#15 · Ahmednagarcell 4660008722

distance 0.589 · cross-district

#16 · Punecell 4900004398

distance 0.592

#17 · Punecell 4900012335

distance 0.61

#18 · Punecell 4900009195

distance 0.613

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":4900008172}}}'

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.