Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009130

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.327

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009018

distance 0.327

#2 · Punecell 4900008910

distance 0.428

#3 · Punecell 4900009019

distance 0.45

#4 · Punecell 4900008573

distance 0.499

#5 · Punecell 4900009356

distance 0.503

#6 · Punecell 4900009140

distance 0.514

#7 · Punecell 4900009023

distance 0.521

#8 · Punecell 4900009353

distance 0.524

#9 · Punecell 4900009144

distance 0.53

#10 · Punecell 4900008356

distance 0.535

#11 · Punecell 4900008996

distance 0.547

#12 · Punecell 4900011715

distance 0.564

#13 · Punecell 4900009415

distance 0.568

#14 · Punecell 4900008255

distance 0.57

#15 · Punecell 4900008147

distance 0.571

#16 · Punecell 4900008590

distance 0.581

#17 · Punecell 4900008467

distance 0.586

#18 · Punecell 4900008681

distance 0.588

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":4900009130}}}'

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.