Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007436

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 1 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.614

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007196

distance 0.614

#2 · Punecell 4900006700

distance 0.654

#3 · Punecell 4900006221

distance 0.695

#4 · Punecell 4900005848

distance 0.696

#5 · Punecell 4900005455

distance 0.719

#6 · Punecell 4900006212

distance 0.72

#7 · Punecell 4900006705

distance 0.726

#8 · Punecell 4900007694

distance 0.738

#9 · Punecell 4900006339

distance 0.743

#10 · Punecell 4900009033

distance 0.743

#11 · Punecell 4900006450

distance 0.763

#12 · Punecell 4900007435

distance 0.776

#13 · Punecell 4900008908

distance 0.801

#14 · Punecell 4900006213

distance 0.813

#15 · Punecell 4900006222

distance 0.822

#16 · Punecell 4900006333

distance 0.827

#17 · Punecell 4900007453

distance 0.837

#18 · Punecell 4900004782

distance 0.837

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":4900007436}}}'

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.