Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001067

The MH-36 locality cells most similar to this Kolhapur 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.414

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001066

distance 0.414

#2 · Kolhapurcell 4800001107

distance 0.431

#3 · Punecell 4900004480

distance 0.486 · cross-district

#4 · Punecell 4900002387

distance 0.533 · cross-district

#5 · Punecell 4900006551

distance 0.535 · cross-district

#6 · Punecell 4900003510

distance 0.549 · cross-district

#7 · Punecell 4900002392

distance 0.562 · cross-district

#8 · Punecell 4900004203

distance 0.563 · cross-district

#9 · Punecell 4900002240

distance 0.567 · cross-district

#10 · Sindhudurgcell 4950001169

distance 0.575 · cross-district

#11 · Punecell 4900006070

distance 0.578 · cross-district

#12 · Jalnacell 4790004480

distance 0.584 · cross-district

#13 · Punecell 4900004619

distance 0.596 · cross-district

#14 · Jalnacell 4790004441

distance 0.603 · cross-district

#15 · Jalnacell 4790004479

distance 0.607 · cross-district

#16 · Punecell 4900002243

distance 0.611 · cross-district

#17 · Punecell 4900008548

distance 0.612 · cross-district

#18 · Punecell 4900002386

distance 0.613 · cross-district

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":480,"cluster_id":4800001067}}}'

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.