Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002543

The MH-36 locality cells most similar to this Hingoli 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002675

distance 0.136

#2 · Hingolicell 4770002746

distance 0.25

#3 · Nagpurcell 4840000298

distance 0.411 · cross-district

#4 · Yavatmalcell 5000006413

distance 0.506 · cross-district

#5 · Hingolicell 4770002609

distance 0.538

#6 · Dharashivcell 4880005944

distance 0.541 · cross-district

#7 · Wardhacell 4980004049

distance 0.593 · cross-district

#8 · Jalnacell 4790001568

distance 0.597 · cross-district

#9 · Nagpurcell 4840001322

distance 0.598 · cross-district

#10 · Parbhanicell 4890005018

distance 0.6 · cross-district

#11 · Nagpurcell 4840001402

distance 0.612 · cross-district

#12 · Jalnacell 4790001571

distance 0.614 · cross-district

#13 · Beedcell 4700000059

distance 0.625 · cross-district

#14 · Nagpurcell 4840001321

distance 0.633 · cross-district

#15 · Nagpurcell 4840001482

distance 0.635 · cross-district

#16 · Dharashivcell 4880002690

distance 0.637 · cross-district

#17 · Sataracell 4940002586

distance 0.637 · cross-district

#18 · Nagpurcell 4840001399

distance 0.641 · 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":477,"cluster_id":4770002543}}}'

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.