Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008080

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007854

distance 0.265

#2 · Punecell 4900006397

distance 0.352

#3 · Punecell 4900007970

distance 0.375

#4 · Punecell 4900001660

distance 0.397

#5 · Punecell 4900005610

distance 0.423

#6 · Punecell 4900008053

distance 0.446

#7 · Punecell 4900012916

distance 0.453

#8 · Punecell 4900003556

distance 0.455

#9 · Punecell 4900008859

distance 0.459

#10 · Punecell 4900001793

distance 0.46

#11 · Punecell 4900011044

distance 0.463

#12 · Sataracell 4940007871

distance 0.463 · cross-district

#13 · Punecell 4900007974

distance 0.464

#14 · Nashikcell 4870003631

distance 0.465 · cross-district

#15 · Punecell 4900009499

distance 0.465

#16 · Punecell 4900008966

distance 0.466

#17 · Punecell 4900008505

distance 0.466

#18 · Punecell 4900003673

distance 0.466

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":4900008080}}}'

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.