Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001101

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005247

distance 0.242 · cross-district

#2 · Kolhapurcell 4800001100

distance 0.25

#3 · Jalnacell 4790003496

distance 0.271 · cross-district

#4 · Parbhanicell 4890005147

distance 0.272 · cross-district

#5 · Jalnacell 4790002411

distance 0.275 · cross-district

#6 · Parbhanicell 4890005406

distance 0.276 · cross-district

#7 · Parbhanicell 4890005445

distance 0.279 · cross-district

#8 · Solapurcell 4960002124

distance 0.28 · cross-district

#9 · Parbhanicell 4890005441

distance 0.284 · cross-district

#10 · Parbhanicell 4890005312

distance 0.284 · cross-district

#11 · Hingolicell 4770003449

distance 0.285 · cross-district

#12 · Wardhacell 4980003573

distance 0.287 · cross-district

#13 · Beedcell 4700006470

distance 0.287 · cross-district

#14 · Jalnacell 4790002563

distance 0.288 · cross-district

#15 · Jalnacell 4790000261

distance 0.289 · cross-district

#16 · Sanglicell 4930004693

distance 0.289 · cross-district

#17 · Parbhanicell 4890005185

distance 0.29 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690008764

distance 0.291 · 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":4800001101}}}'

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.