Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005400

The MH-36 locality cells most similar to this Parbhani 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.356

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002975

distance 0.356 · cross-district

#2 · Hingolicell 4770002749

distance 0.395 · cross-district

#3 · Hingolicell 4770002673

distance 0.409 · cross-district

#4 · Nandurbarcell 4860005055

distance 0.423 · cross-district

#5 · Parbhanicell 4890005321

distance 0.426

#6 · Parbhanicell 4890005380

distance 0.434

#7 · Hingolicell 4770002898

distance 0.44 · cross-district

#8 · Nagpurcell 4840001481

distance 0.446 · cross-district

#9 · Hingolicell 4770002813

distance 0.457 · cross-district

#10 · Parbhanicell 4890005401

distance 0.459

#11 · Hingolicell 4770001620

distance 0.463 · cross-district

#12 · Parbhanicell 4890005462

distance 0.466

#13 · Parbhanicell 4890005379

distance 0.467

#14 · Hingolicell 4770002750

distance 0.469 · cross-district

#15 · Akolacell 4670000590

distance 0.469 · cross-district

#16 · Punecell 4900013233

distance 0.474 · cross-district

#17 · Parbhanicell 4890005436

distance 0.475

#18 · Punecell 4900008652

distance 0.475 · 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":489,"cluster_id":4890005400}}}'

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.